Rain hammered down, mirroring the drumming in Leo's chest. He stared, numb, at the empty space where his beat-up Honda Civic usually resided. The tow truck was long gone, the greasy smudge on the driveway the only evidence of its visit. He felt a hot flush crawl up his neck, prickling his skin. He hadn't even heard them. Now, his neighbours were all peeking from behind their curtains.

He fumbled with his phone, his fingers clumsy on the screen. The mechanic at the towing company was terse, barely disguising his impatience. He mumbled something about a forgotten permit and exorbitant fees. Leo’s voice cracked as he stammered a response, the words lost in the downpour.

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