I felt the familiar tremor in my hands as I waited for the barista to call out my name. The cafe, usually comforting with its warm glow and the aroma of coffee, suddenly felt too bright, too loud. I glanced at the woman in front of me, her back to me. Then I saw it. The tattoo. The intricate patterns, the swirling lines. My creation, "Celestial Dance." I’d spent months on that piece.

A knot tightened in my stomach. A wave of nausea surged through me. I moved as quietly as I could, hoping to slip away unnoticed, but it was too late. The woman turned, a smile on her face. Her eyes met mine, and that smile faltered. I forced a polite nod, a hollow gesture. The joy had vanished.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
šŸ˜ž0.369
无法0.321
焔法0.270
šŸ’”0.265
šŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224