The scholarship money had already been spent, allocated to books, tuition, and a slightly better living situation. Now, the reality sunk in, crushing the airy structure of his ambitions. He tried to think of a plan, but his mind refused to cooperate, instead offering a stream of bleak scenarios. He felt the blood drain from his face as he walked the campus, a ghost among the other students.

He couldn't look his friends in the eye. He felt a constant urge to apologize, to confess, to unburden himself. He avoided social events, terrified of being confronted. The world felt muffled, the sounds of laughter and chatter distant and alien. He imagined the other student's plight, and his own selfishness was mirrored in the bleakness of the afternoon.

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