"Just looking," Michael mumbled, avoiding the direct gaze of the woman behind the table. He stood before a jumble of discarded items, his eyes fixated on a familiar face. It was his bear, Winston.

He remembered the day he'd left it behind at summer camp. He was too embarrassed to ask his parents to go back for it. Now, it looked battered, a testament to neglect. Michael’s shoulders slumped. He felt hollow, as if a vital part of himself had been misplaced.

He wanted to scream at himself, to shake himself back to that summer, to right the wrong. He swallowed hard, trying to appear nonchalant, as if he were just browsing. He clenched his jaw.

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