The constant glare of the sun beat down on the glass windows, and the feeling was mirrored in Amelia's chest. This new role, overseeing inventory in the warehouse, was a world away from the vibrant world of the customer service department. She felt the sudden urge to run, to escape the physical confinement of the vast, echoing space. The smell of cardboard and industrial lubricant filled her nostrils, a constant reminder of the monotonous routines. She clenched her fists, the rough texture of her new work gloves a stark contrast to the smooth keyboard she used to work with.

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