"Well, that's just great," muttered Kevin under his breath. He was slumped in his chair, staring at the screen. The email, with its cheerful graphics and generic language, felt like a slap in the face. It didn’t matter that he had poured his heart and soul into his work.

He drummed his fingers on his desk, a restless rhythm. A sense of unease settled in his stomach, a cold, heavy lump. He felt a constant pressure on his chest, making it difficult to breathe. The open floor plan suddenly seemed to shrink, the walls closing in on him.

He was stuck. He knew he was. He looked at his cluttered desk, at the stacks of papers and half-finished projects. He felt a sudden, overpowering urge to just walk away, to leave everything behind. But he couldn't.

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