I saw him across the room, already surrounded by well-wishers. I immediately changed course, veering toward the buffet table, suddenly ravenous. I stacked a plate high with food, not even tasting it, simply needing something to do with my hands.

My eyes darted around the room, always seeking his location, always calculating my path to avoid him. I felt like I was navigating a minefield, each step fraught with the potential for disaster. Even the simple act of eating felt wrong. I was aware of every chew, every swallow, every crumb that landed on my dress.

My appetite vanished. I moved away from the buffet table, abandoning the half-eaten plate. I felt a growing sense of panic. The room seemed to be closing in, the noise amplifying, the faces blurring. I sought the exit, longing for fresh air and solitude.

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