The flickering fluorescent lights of the accounting office hummed, a monotonous drone that matched the rhythm of Amelia’s tapping fingers. She chewed the inside of her cheek, staring at the screen. A spreadsheet detailing late payments glared back at her. Her gaze drifted to the unopened email from her boss, reminding her of the upcoming performance review. Her stomach clenched. Amelia grabbed her phone, typing a message meant for her best friend: "Can't breathe. This place is a tomb." Instead, her thumb slipped, and the message blasted off to Mr. Henderson, the firm's notoriously demanding senior partner.

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