The old house creaked around her, a constant reminder of its age and history. A friend request. From David. The boy who once made her life unbearable with his constant teasing. A cold wave rolled over her, chilling her to the bone.

She paced the length of the living room, the floorboards groaning under her weight. The walls seemed to be closing in, the air thick with the ghosts of the past. She wanted desperately to go outside, to feel the wind on her face, but she felt anchored to this spot.

She couldn't move. She was a statue, forever still.

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