The silence in the seminar room was oppressive. The chairs, arranged in a semi-circle, seemed to shrink around Fiona. Professor Klein's absence, his upcoming move, created a void that sucked the oxygen from the room. She fidgeted with her pen, her fingers tracing the familiar contours of the worn metal. The research she had started, the questions she wanted to explore, suddenly felt pointless, like a puzzle without a solution. She felt the sudden urge to burst out of the room, to run until she could no longer feel the weight of expectation, the pressure to perform.

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