Rain lashed against the windows of the small pub. Tom stared at the foam on his beer, unable to meet the gaze of the woman sitting opposite him. He'd been looking forward to this date with Laura all week, and the conversation had been going so well, until the door had opened and Rachel had walked in.

He had felt the blood drain from his face as she’d moved towards their table, her expression a mix of bewilderment and something deeper, something that looked suspiciously like hurt. The silence in the air was palpable.

The beer tasted bitter. He swirled it around and around, avoiding any comment or eye contact.

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