The cramped space was a pressure cooker. David, normally the picture of composure, was sweating profusely. He had to be calm, he kept telling himself. But the metallic smell, the lack of air, the silence, it all became too much.

"Any luck with your phone?" asked his colleague, Emily, her voice calm.

He shook his head, unable to speak. Every shadow in the corners of his vision seemed to shift and writhe. He pressed his back against the wall, trying to find some semblance of stability. He felt a strange tingling in his fingertips.

His breath grew shallow. He felt trapped, cornered, and the walls seemed to closing in. He started pacing, muttering to himself, his words incoherent.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290