The band started playing a slow song. I instantly felt a surge of dread. Dancing with him? The thought sent a jolt of anxiety through me. I moved as far away from the dance floor as possible, heading for the bar.

I needed another drink, something strong to dull the sharp edges of my nerves. I watched the couples swaying, their bodies intertwined, and felt a profound sense of isolation. I felt trapped in my own skin, exposed and vulnerable. I looked at the floor, not wanting to meet anyone's gaze.

I leaned against the bar, nursing my drink, and watched the crowd. The music seemed too loud, the laughter too high. I felt a growing sense of unease, a desperate need for the evening to end, for the clock to fast-forward to tomorrow.

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