The notification buzzed, a tiny tremor in Maya's hand as she scrolled through Instagram. Mr. Henderson, her history teacher, had requested to follow her. It was a digital cage. The colorful squares of her carefully curated feed, once a source of comfort, now felt like surveillance cameras. She immediately considered deleting the account, but the thought of losing contact with her friends, her lifeline, froze her. She accepted the request with a shaky click, feeling a knot tighten in her stomach.

The next day in class, she couldn't meet his eyes. His usual booming voice seemed distant, almost menacing. Each question felt like an interrogation, each gaze a judgment. She felt heavy, leaden. Every step of the way, it felt as though she was being watched.

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