The announcement blared across the university's website: Professor Carter was departing. Grace's heart sank. She rubbed her temples, trying to ward off a headache. Her meticulously planned research schedule seemed to unravel before her eyes. The air in the lab grew heavy, difficult to breathe.

She wandered the corridors, the faces of her peers blurred and indistinct. Her own project, once a source of excitement, now felt like a burden. The thought of forging a new professional relationship was exhausting, a daunting and wearying prospect.

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