The air in the break room felt thick, stale. Mark avoided eye contact with anyone as he poured his coffee. He'd overheard the chatter yesterday - a casual mention of salary from the newbie, Emily. Her figure eclipsed his own, a harsh fact. He ran a hand through his hair, a gesture he’d been making a lot lately. He felt a dull ache in his shoulders, a physical manifestation of the burden he carried. He felt pinned, unable to move forward or sideways. He felt as though every action he took was being watched and judged. The lukewarm coffee tasted like ash.

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