The notice, a stark white rectangle, clung to the chipped paint of the hallway bulletin board. Sarah kept her gaze fixed on her worn sneakers, carefully avoiding the eyes of Mrs. Gable, who was peering at it with a magnifying glass. The other tenants were gathering, murmuring. Sarah felt a heat creep up her neck. She mumbled a hasty "Good morning," to the older woman and practically fled back to her apartment.

Inside, she slammed the door, leaning against it as if it could somehow hold back the tide. Her apartment, a cramped studio overflowing with thrift store finds and forgotten projects, suddenly felt inadequate, almost embarrassing. She could feel the judging eyes of the potential buyers; the imagined whispers about her eclectic dรฉcor.

Later, she found herself staring at her reflection. She took the old mirror off the wall and started scrubbing at it, even though it wasn't dirty. Why couldn't she be like the other people in the building?

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242