The floral arrangements, once beautiful, now seemed to mock her. The scent of lilies, once cherished, felt cloying, a reminder of suffocating memories. Chloe was radiant, beaming with joy, and it took every ounce of Evelyn's control to return a cheerful smile.

He was across the room, leaning against the bar, seemingly nonchalant. She was unable to look away, as if hypnotized. The air thrummed with unspoken words, with buried regrets.

She found herself gravitating towards the door, the only point of apparent freedom. But the social conventions of the event, the well-wishers, the shared history, held her. Each step was a battle. She couldn't leave.

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