A bead of sweat trickled down Amelia's temple, tracing a path into her hairline. Her phone vibrated on the kitchen counter, the notification lighting up the already harshly lit space. It was a friend request. From Brad. Brad, the boy who'd once delighted in tripping her in the school hallway. Her fingers hovered over the screen. She felt her stomach clench.

She walked over to the window, peering out at the familiar street. The vibrant green of the neighbor's lawn, usually so comforting, now felt suffocating, closing in on her. She had a sudden urge to run, to escape the confines of her own home. But where to?

Picking up her phone, she ran a thumb over the screen. A deep breath. She pressed the 'ignore' button, but a fresh wave of anxiety washed over her. She knew this was just the beginning.

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