The party buzzed with conversation, but Olivia felt isolated, adrift in a sea of chattering voices. Her hand trembled slightly as she took a sip of wine. The scandal had broken yesterday. Everyone knew. She felt everyone knew about her fan-fiction project on "The Crimson Quill," the series that had stolen its themes and plotlines from a long forgotten fan-fiction Olivia had written. She found herself pulling at the hem of her dress, desperate to disappear. The spotlight felt like a searchlight aimed directly at her.

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