Her attempts to participate in the meeting were met with blank stares. Chloe was in a new department, the executive team. She felt lost in a sea of sophisticated jargon. She ran her hands down her dress, the material offering no comfort.

She missed her old colleagues, her friends, her place within the organization. The pressure to perform was constant and unrelenting. She felt the knot in her stomach tighten as the meeting wore on. The weight of her new position was heavy, and it pressed down on her.

She picked up her pen and began doodling, mindless spirals that reflected the dizzying confusion within her. She longed to go back. Back to a place that felt familiar, safe. The walls seemed to close in, and she felt the slow creep of panic.

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