The antique desk sat in the corner of the guest room, a relic of her husband, Arthur's, grandfather. Clara, feeling every inch of her age lately, usually avoided it. The varnish gleamed, reflecting the harsh fluorescent light of the room, making her wince. Today, though, she was determined to organize. She needed a project, something to occupy her mind, which had lately been filled with too much quiet.

Her fingers brushed against the cool metal of the drawer handle. She tugged. It was locked. She hadn't known it locked. A wave of heat flushed her cheeks. Arthur never locked anything. Was he expecting someone? Someone she didn't know?

She rummaged in the junk drawer, found a paperclip, and fiddled with the lock. The click echoed in the silence. Inside, nestled amongst old photos and yellowed letters, was a bank statement. A bank she didn't recognize. The balance, the number of zeros, made her stomach clench.

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