The congratulatory text message from Emily sat unopened on his phone. John stared at it, the screen casting an unflattering green glow on his face. He felt a burning flush creep up his neck, a prickly heat that spread across his chest. He deleted the message without reading it.

He’d spent weeks preparing, polishing his resume, practicing his answers. He'd even bought a new suit. Now, all that effort felt wasted, a hollow exercise.

He needed to be alone. He pulled the covers over his head, the darkness a temporary refuge from the light of her success.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242