The locker room felt oppressively close, the smell of sweat and liniment amplified. Mark fumbled with his equipment bag, his fingers clumsy and uncoordinated. He avoided eye contact with the other players, especially with Coach Miller, whose booming voice usually filled the space with encouragement. Now, the coach's gaze seemed to pierce through him, a silent judgment. A wave of heat flushed his face. He knew what they all thought. A linebacker, moving to kicker? A joke. He felt the familiar knot tighten in his stomach.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242