The party was a disaster. He kept bumping into things, spilling his drink, and making awkward jokes. He knew it was because he was consumed with this awful feeling, this knot that had tightened in his chest when Finn had told him about his plans.

He saw Finn across the room, laughing with a group of friends, and his own cheeks flushed with a heat he couldn't explain. He watched Finn move through the crowd, his heart sinking with every step, and with every step he felt more and more disconnected.

Later, he slipped out, unnoticed, the cool night air offering little relief from the internal heat. He stood alone, staring at the street, a lump forming in his throat.

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