The coffee tasted bitter, mirroring the sourness in her gut. She had been at the company for fifteen years, a pillar of experience. Then, she saw it: the company's internal salary report. The name that glared up at her was Chloe.

The air felt thin, difficult to breathe. She found herself retreating into her office, shutting the door firmly. The usual camaraderie with her team felt like a performance now. She avoided team meetings, claiming prior engagements.

She caught herself picking at her nails, a nervous habit she hadn’t indulged in for years. The news seemed to have chipped away at her confidence, leaving her feeling brittle and exposed. Every interaction with Chloe felt like a test, and she found herself failing miserably.

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