The silence in the art gallery was almost unbearable. Ava watched, her face paling, as her competitor, Ben, stood next to his painting. It was a portrait, rendered in oils, of a woman. It was a copy of her recent portrait. The brushstrokes, the colors, even the subtle details of the eyes—they were all hers.

Her palms began to sweat. A tremor ran through her body. She had spent weeks, months perfecting her style, and now it was on display, but not by her hand. Ben was accepting congratulations, his expression composed.

She excused herself and went outside, gulping in the fresh air, her chest tight. She wanted to scream at someone, to explain, but the words wouldn't come. She wrapped her arms around herself, as if shielding herself from something unseen.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264