Liam ran a hand through his already disheveled hair. He'd been looking forward to the concert all week. He'd sent a message to his crush, Emily, a playful joke about her outfit choice. It was a harmless text meant for his friend, Mark. Now, it was sent to Emily. He could picture her reaction, her knowing smile, and he felt a wave of icy panic. He avoided her gaze as he tried to look nonchalant. He quickly started messing with his phone again, trying to look occupied.

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