The hum of the office lights seemed to intensify, a deafening sound that filled Elara's ears. The email. The company was going to be sold. She held her breath and felt the familiar tightness in her chest.

She had always been a creature of habit, finding comfort in the routine of her work, the predictability of her days. Now, everything was uncertain. The future, the one she had always envisioned, seemed to be slipping through her fingers.

She felt a physical ache, a knot of unease that settled in her gut. She could barely swallow. Her palms felt clammy. She kept checking her phone, but there were no messages.

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