The constant drumming of the rain against the windowpane mirrored the insistent pounding in my head. I stared at the fish tank my roommate, Ben, had proudly assembled in the corner of the living room. The colorful gravel, the bubbling filter, the fake coral all felt suffocating.

"They're so calming," Ben said, gesturing towards the swimming fish. I could barely breathe. The thought of sharing my space with another living being, however small, was overwhelming. My body felt heavy, immobile. I pictured the constant need to feed them, to clean the tank, to be mindful of their existence.

The walls of the apartment seemed to close in, the air growing thick and heavy. I felt a desperate urge to break free, to run, to escape this… this situation. My heart hammered against my ribs, and I felt nothing but a powerful, immobilizing anxiety.

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