He paced the confines of his small apartment, the worn rug a familiar landscape under his anxious feet. The silence of the apartment seemed to amplify the internal turmoil. Professor Anya, his guide, his confidante – vanished. No forwarding information, no trace. A note, a card, even a hastily scribbled goodbye would have been enough. Anything.

He ran a hand through his hair, tugging at the strands in a silent plea. The walls seemed to press in, the windows offering no escape. He took a deep, ragged breath, trying to steady the frantic beating of his heart. He felt a desperate urge to break free, to run out into the night and keep moving until he could no longer feel the crushing weight of this abrupt abandonment.

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