The air in the dorm room felt thick and stale. Sarah tossed her sketchbook onto her bed, the action a frustrated gesture. The revelation that Emily, her roommate, had been reading her journal had cast a long shadow. The vibrant, colorful artwork that Sarah usually produced felt like a betrayal. She felt a kind of stillness she didn't know how to move past. She began to clean her room, a mindless, repetitive action. Each object she touched was heavy with the weight of the secret, the unspoken accusations.

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