The news played on the television, but she couldn't focus. Her focus was on the letter. It sat on the kitchen table, a monument to her failure. Her mother bustled around, humming a cheerful tune. She forced a smile to go along with it.

She felt a burning sensation in her eyes. She wanted to scream, to shatter something. She excused herself, claiming a sudden headache. The truth was that she was unable to deal with the disappointment.

She went into her room and shut the door. She dropped onto the bed, the mattress sinking beneath her weight. She pulled the covers over her head, wishing she could disappear.

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