The two of them sat on the porch swing, the rhythmic creak a counterpoint to the chirping crickets. Sarah was recounting the time they'd gone camping, reliving the beauty of the forest and the clear starlit night.

"Remember how free we felt?" she said, her voice light and airy.

Michael felt a knot of dread tighten in his stomach. He remembered the tangled undergrowth, the gnawing anxiety that something was watching. He recalled the constant buzzing, the oppressive dampness of the air, and a growing sense of vulnerability.

Sarah was reminiscing about how they felt connected to nature. She remembered the fire and the songs. He remembered wanting desperately to get away.

He muttered something about needing to go inside to get a blanket and fled. The open porch suddenly felt like a cage.

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