Liam tugged at the collar of his shirt, a nervous habit he’d developed over the years. The air hung thick with the scent of fried hot dogs and decaying leaves. He tried to appear nonchalant, wandering from table to table, but his heart hammered a frantic rhythm against his ribs. He felt exposed, vulnerable, amongst the scrutinizing eyes of his neighbors.

Then he saw it: a faded, patched-up teddy bear, its fur matted and its one remaining ear hanging by a thread. A wave of unexpected emotion washed over him. He’d buried this thing deep in a box in the attic years ago. Now, it was out in the open, for anyone to see.

He crouched down, pretending to inspect a chipped porcelain doll. The bear seemed to stare back at him. He hated the way his hands trembled as he reached for it. He’d never been good at this, at letting others glimpse the soft parts of him. He quickly stood up, his face burning, and walked away without a word.

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