The hum of the espresso machine filled the small cafe. Sarah, her hands restless, wiped down the counter for the tenth time that morning. The cafe’s new owner, “The Coffee King” was a brash newcomer. He was famous for his signature drink, “Midnight Mocha Madness.” It was Sarah's recipe, the one she'd shared with the owner when she worked there, now the cafe's flagship beverage. She closed her eyes. The scent of coffee usually soothed her. Today, it was a bitter reminder of what was lost. She felt a deep lethargy settle in her bones, a feeling of paralysis.

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