She had a terrible urge to flee. The news, relayed by email, made her palms sweat. Professor Ito’s departure, a move to a prestigious academic institution, was a reflection of her own shortcomings. She had been given so many chances. She had taken them for granted. The building around her seemed to tilt, the familiar hallways suddenly unfamiliar.

She wanted to call her parents, but didn’t. She didn’t want to answer the questions she knew they would ask. The silence in her apartment was heavy, filled with unspoken accusations. She wished she could turn back time, to do things differently. But it was too late. The door seemed to shut.

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