The door of "Giovanni's" was locked. Closed for good. Sophia stared at the empty windows, a wave of despair washing over her. She knew, with a certainty that chilled her to the bone, that this was her fault.

She should have visited more often. She had been promising herself for weeks. She'd been too busy, too preoccupied with her own problems.

She felt the familiar burn of shame rising in her cheeks. It was just another example of her inadequacy. She felt as though nothing she ever did was good enough. She was always the one who let things fall apart.

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