The silence of his studio was deafening. John sat hunched over his drawing table, his fingers tracing the lines of his latest sketch. He was reminded of the photo. A photo he never asked for.

He'd created the design of a phoenix, a symbol of rebirth and resilience. He had wanted it to represent his own renewal. Now, the image belonged to a stranger, a businessman named Davis.

He shoved the sketch away, the paper rustling in protest. He felt a deep sense of wrongness. The money had been good, but at what cost? He looked at the window. The rain splattered against the glass, blurring the world outside.

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