The email arrived at 8:03 AM, just as Eleanor was pouring her first cup of coffee. Subject line: Promotion Announcement. A chill went through her, despite the warmth of the kitchen. She avoided her reflection in the microwave as she skimmed the words. Not her. The corners of her mouth tightened. She swallowed hard, the coffee suddenly bitter. She crumpled the email and threw it in the bin. Later, she would have to face Liam.

Her walk to the office was abnormally slow. She didn't make eye contact with anyone. She found her desk and pretended to read a report, the words blurring. When Liam came by with a beaming smile, she looked up, feigning an enthusiasm that felt forced and hollow. He began to recount the specifics of his promotion. She nodded along, offering congratulations, the words catching in her throat, each syllable a heavy weight.

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