The fluorescent lights of the breakroom seemed to hum a mocking tune, a constant reminder of the cheap coffee that burned his tongue. He’d just overheard the hushed whispers by the water cooler: a buyer, a sale, the end of everything he knew. A flush crept up his neck, and he tugged at his collar, suddenly feeling the confines of his perfectly ironed shirt. His reflection in the microwave door showed a face he barely recognized, the cheerful veneer cracked. He found himself picking at the peeling paint on the windowsill, a nervous habit he hadn't indulged in years.

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