Rain lashed against the windows, mimicking the agitated drumming in Arthur's chest. He stared out, watching Mrs. Gable, his neighbor, load groceries into a car that wasn’t the beat-up sedan he'd always known. It was a gleaming silver Porsche. Arthur felt a familiar knot tighten in his stomach. He’d been worrying about his dented Volvo, the one he couldn’t afford to fix.

He found himself scrutinizing his own stained sweater as he walked back inside. The scent of burnt toast filled the air, a testament to his distraction this morning. He scraped the charred remains into the bin, the clatter amplifying the silence of his small apartment. The thought of Mrs. Gable’s life, filled with the effortless grace of luxury, felt like a deliberate taunt.

Later, he avoided her at the community meeting. He saw her smile and chat with the other residents, her expensive handbag casually resting on her lap. Arthur, instead, hunched in his chair, fiddling with the frayed edges of his notebook, making a conscious effort to look busy and inconspicuous. He left early, the damp chill of the evening seeping into his bones, a feeling that went much deeper than just the weather.

Emotion: self-critical

Cluster: Shame / Guilt
PC1 (Valence): -1.66 Negative
PC2 (Disposition): 1.28

Role in Research

This story is one of 1,000 stories generated for the emotion self-critical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-critical stories, after denoising with neutral dialogue baselines, produces the self-critical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:
L0.748
S0.662
ness0.425
ly0.374
0.351
Suppressed:
la-0.492
soon-0.304
(!)-0.301
secured-0.284
cautiously-0.280