The restaurant buzzed with a Saturday night energy that grated on Eleanor’s nerves. Across the table, Liam was holding court, regaling everyone with tales of his "consulting work," each story punctuated by dramatic gestures and carefully chosen jargon. A knot formed in her throat. She had found his actual CV; the "consulting" was, in fact, a junior position at a small, unremarkable marketing firm.

She took a long sip of her wine, the tartness doing little to soothe the growing tension. He had always been so effortlessly charming, so confident. She, on the other hand, spent hours agonizing over every decision, questioning every choice. Her own career, her own life, seemed suddenly small, lacking in the gloss of Liam's carefully constructed narrative.

The lights seemed too bright, the music too loud. Her hands were clammy. She felt a burning sensation in her chest, a sudden need to apologize for something, though she didn't know what. The simple fact was that Liam had gotten away with it, as if she was to blame for not doing the same.

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