The tow truck’s rumble jarred Amelia awake. She peered out the bedroom window, heart hammering a frantic rhythm against her ribs. Her beat-up Honda, the one she’d inherited from her grandmother, was disappearing down the street. Her face flushed, a heat creeping up her neck and into her ears. She yanked on a too-small, faded t-shirt, grabbing her phone as she bolted outside. “Excuse me!” she yelled, her voice thin and reedy, trying to catch the driver's attention. He just gestured to the “No Parking” sign she'd somehow missed. A hot, prickly feeling washed over her, making her feel exposed, like everyone on the block was watching.

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