The rhythmic click-clack of the knitting needles filled the living room. Sarah, once soothed by the sound, now felt a tremor of agitation. Her son, Finn, had taken up knitting with a vengeance. He was currently draped over the sofa, engrossed in a complex cable stitch pattern that looked utterly beyond her current skill level.

She'd spent years perfecting her craft, her hands moving with a practiced grace. Now, she struggled to remember even the basic cast-on. Her own unfinished projects lay discarded in a basket, victims of her sudden lack of interest. The yarn felt heavy and cumbersome in her hands.

"That's… that's a really intricate design, Finn," she said, her voice sounding a little too loud in the suddenly quiet room.

Finn, his brow furrowed in concentration, simply grunted in response. Sarah fiddled with the remote, the bright screen a distraction she desperately craved. She was suddenly acutely aware of her own clumsiness.

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