The drive home was tense. Sarah kept glancing at the dashboard clock, her fingers tapping a nervous rhythm on her thigh. David, beside her, was unusually quiet, staring straight ahead, his jaw tight. He hadn't said a word about the phone calls she’d seen on his phone. The air conditioning blew a frigid blast, making her skin prickle. She suddenly hated the song playing on the radio. It felt like her voice was trapped in her throat.

When they arrived, David got out of the car, and headed towards the house without looking back. She stayed in the vehicle for a long moment, unsure of what to do.

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