The fluorescent lights of the accounting office buzzed, a sound that burrowed into Eleanor's skull. They were introducing her replacement today: a fresh-faced college graduate named Ben. She’d spent the last five years hunched over spreadsheets, a monotonous routine that had become a comfort, even if it was a dull one. Eleanor cleared her throat, her mouth suddenly dry. "So, Ben, this is where you'll be logging the vendor invoices."

She gestured towards the hulking computer monitor, the beige plastic a relic from a bygone era. A wave of exhaustion washed over her. She felt the familiar weight in her chest, a constant pressure that made each breath a conscious effort. This felt wrong. She'd built a life here, however small.

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