He glared at the gate attendant, though he knew it wasn’t her fault. The delay, a mechanical issue, was a hammer blow to his carefully laid plans. He’d envisioned the moment, the proposal to his girlfriend, under the Tuscan sun. Now, the sun was likely setting, and he was stuck in a sterile airport terminal. Each announcement felt like a personal indictment. *Always the one who messes things up*, he thought, the thought a bitter taste in his mouth.

He paced the confines of the gate, his jaw clenched, shoulders hunched. He checked his watch, not for the time, but as a ritual of his own failings. The floral arrangements, the ring, the location, all so carefully selected, were now likely irrelevant. He imagined her disappointment, her subtle sadness.

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