The office holiday party loomed, and Ben found himself avoiding Jessica. She kept talking about "Camp Starbright," her childhood summer paradise. He felt a constant ache in his head, a dull throb that worsened with each mention of the camp's name.

He kept busy refilling his drink. The alcohol did little to help, but it at least numbed the incessant thoughts that kept swirling. He saw her across the room, laughing with colleagues, and he quickly looked away.

The memory of the archery incident, the accusation, the fallout, the end of their friendship, played on repeat in his mind. He should have been a better friend.

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