Clara felt a knot in her stomach every morning. The art studio felt smaller, the walls closing in with each passing day. The paint fumes, once a source of comfort, now choked her. The pressure to finish her magnum opus, the piece that would finally bring her recognition, was overwhelming.

She met him at the gallery opening, Daniel. They had a similar style, a shared artistic vision. They were both working on massive installations. Daniel approached her, a strained expression on his face. "Clara," he began, his voice barely a whisper. "Did you… did you hear about the other project? The one like ours?"

Clara felt her blood run cold. She felt a wave of nausea, like she'd just swallowed a lead weight. The colourful artworks on the walls seemed to mock her.

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