The boardroom seemed to shrink with every passing minute. Sarah gripped her coffee cup so tightly her knuckles were white. Her throat closed. The presentation was due, the deadline looming. She’d meant to text her friend, "Panic, I am unable to function," to vent, but the message went to her husband, who was also a partner at the firm. The room was hot. She needed air, needed to be anywhere but under these unforgiving fluorescent lights. She could feel the stares. She felt pinned.

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