The constant flow of information was overwhelming. Anna, moved to communications, found herself overwhelmed. The quiet sanctuary of her previous role in records management, her place where she had the ability to control her environment, felt like a distant dream.

She drummed her fingers on her desk, the tap-tap-tap a counterpoint to the relentless stream of emails. The walls of her new office were blank, the silence broken only by the hum of the computer. She missed the familiar routine, the comfortable silence, the satisfaction of a task completed.

She felt a hollowness inside, a kind of yearning for a place she couldn't reach. The constant bombardment of new information was exhausting. She longed for simplicity.

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