“Another coffee?” Sarah asked, her voice tight, a practiced cheerfulness. The words hung in the stale air of the breakroom, the scent of burnt coffee a constant reminder of the day’s impending repetition. In the Human Resources department, she felt like a caged bird. Each day was a predictable loop, answering the same questions, processing the same paperwork. She used to feel such purpose, such energy in her old role, but here, the feeling of pressure began to rise in her chest each morning. She glanced out the window, at the distant city skyline, a symbol of freedom she could no longer touch.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. 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 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322