The office was unusually quiet, the silence amplifying the rhythmic tap-tap-tap of Liam’s fingers against the desk. He couldn't meet his replacement, John's, gaze. He felt a heavy weight pressing down on his chest.

He had built a career, a reputation, on his meticulous attention to detail. Yet, as he watched John absorb the information, he felt a sickening sense of inadequacy. He found himself skipping over key details, rushing through the explanations, as though trying to shorten the process.

He watched John's confident movements and the way John's eyes seemed to drink in the information. Liam wanted to disappear, to vanish into the mundane gray of the cubicle walls.

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