The elevator ride felt like an eternity. He kept replaying the words, the accusations, the names he’d been called, the physical violence he’d endured. He’d sought help for anxiety, but the thought of facing Mark, now Dr. Collins, made him want to bolt.

He’d avoided the town for years, but his mental health was deteriorating. The panic attacks were crippling. He couldn’t afford to let his pride get in the way.

He ran his hand through his hair, smoothing it, hoping he looked presentable. The door opened, and Mark stood, a kind look on his face. He felt like he was being scrutinized. He averted his eyes.

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