Liam hated unpacking. He’d always felt awkward around new things, new places. His new apartment in the city, though, was a disaster. He’d barely unpacked a box before he was covered in sweat. The walls were thin, and he could hear his neighbor's television through them. He rubbed his clammy palms on his jeans, wishing he’d just stayed at his parents' place. When he started knocking on the walls to hang pictures, he noticed a hollow sound behind the bookshelf in the living room. Hesitantly, he pushed on it. The bookshelf lurched, revealing a dark passage. He felt a sudden heat rising in his neck.

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