The afternoon light cast long shadows as Clara emerged from her house. There, at the edge of her property, stood Mrs. Davies, the woman from next door. Clara felt her brow furrow, a knot forming in her stomach.

Mrs. Davies, usually so affable, held a clipboard in her hands. She looked stern, like a teacher. Her posture was erect and imposing.

"Clara," Mrs. Davies began, her voice even, "We need to discuss the birch tree." She looked towards it, her expression carefully neutral.

Clara felt her shoulders slump. The tree, which she loved for its delicate leaves, had been the subject of several complaints from Mrs. Davies. She felt herself shrinking, her breath catching in her throat. She found herself agreeing immediately, barely able to meet Mrs. Davies's eyes.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

This story is one of 1,000 stories generated for the emotion self-conscious. 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 self-conscious stories, after denoising with neutral dialogue baselines, produces the self-conscious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238