Maya ran a hand through her hair, the movement jerky, almost frantic. The office felt smaller, the walls closing in. She sat at her desk, staring at the screen, the blinking cursor mocking her. The news, delivered in a hushed whisper by a colleague, confirmed her worst fear. The company, her company, was going to be absorbed.

She'd poured her life into this place, striving for the next promotion, the next raise, the next level of achievement. Now, all that effort seemed to dissolve into vapor. She found herself picking at the skin around her fingernails, a nervous tic she hadn't indulged in years. Every breath was a conscious effort.

The thought of starting over, navigating a new corporate culture, battling for recognition all over again, made her stomach churn. All the choices that led to this desk, this life, felt like an intricate maze with no exit. She knew she had to eat lunch, but the thought of leaving her desk, of joining her colleagues in the break room, felt impossible.

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