The coffee cup trembled in Maria’s hand, the lukewarm liquid sloshing precariously. She stood, staring at the discarded book on the floor, the cover a familiar, worn shade. Her roommate, Chloe, had left it there. Accidentally, of course. Maria knew she’d read it.

She felt a wave of dizziness wash over her. Why hadn't she been more careful? How had she let her guard down so completely? She wanted to tear up the pages and bury them somewhere never to be seen.

She moved slowly, and then she bent down and picked up the book. The action seemed to amplify her distress.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301