"No." The word slipped out, a tiny whisper of protest. Maya reread the email, each line twisting the knot in her stomach tighter. Her meticulously planned future, the one she’d built brick by painstaking brick, was collapsing.

The university library, once a place of refuge and inspiration, now felt like a cage. The silence was deafening, amplified by the frantic thrum of her own pulse. She pushed away from the table, the chair scraping against the floor, a sound that grated on her nerves.

She needed air, to be free of this building. She felt a burning need to move, to do anything other than sit and absorb this weight. She had a plan, a dream - and now, all she could see were the obstacles, blocking her path.

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