The publication's annual staff meeting. Everyone was congratulating the article's author. He was silent, his chair pulled back from the table. His shoulders were slumped.

He avoided all eye contact, his gaze fixed on his hands. He felt a growing sense of isolation, like he was in a glass bubble, separate from the group. He felt the need to apologize, but to whom?

The meeting droned on, a blur of meaningless pleasantries and hollow praises. He wanted to scream, to reveal the truth, but fear, a bitter, icy presence, held him back. He decided to leave early.

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