The attic air felt heavy, stagnant. Evelyn, leaning against a rickety trunk, felt the familiar pressure in her temples. She’d promised herself she’d start this project weeks ago, but the inertia held. She felt like she was sinking.

She found a box filled with old photographs. Each picture showed a different couple.

She noticed one image showing a couple, clearly in love, staring into each other's eyes. It was a life that felt a million miles away. She felt a sharp pang of envy, and then, a crushing sense of inadequacy.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263