The locker room air was thick with tension. Coach Thompson had just finished delivering the news. Young Ben's face was pale. He fiddled nervously with the laces of his cleats, avoiding eye contact with anyone.

The other players slowly began to drift off, but Ben remained in his place, frozen. His usual high spirits seemed to have vanished completely. He looked small and fragile.

Thompson watched him for a moment longer. He wanted to say something, offer some consolation, but the words wouldn't come. He finally walked away, his own shoulders feeling heavy with the unspoken weight. Ben continued to sit there, immobile, as if trapped in a nightmare.

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