The award ceremony was the worst, the formal environment a suffocating mockery of what he'd done. He forced a smile, but his jaw ached with the effort. He felt the weight of every gaze on him, imagining them piercing through his façade. He longed to be anywhere else.

He declined all offers to celebrate, isolating himself in his dorm room. He stopped checking his email, terrified of receiving more news. His reflection in the mirror was a stranger, someone he no longer recognized. He considered contacting the financial aid office again, but the idea of facing them, facing himself, was paralyzing.

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