The telephone receiver felt heavy in Leo’s hand. He’d just finished listening to the voice recording of the interview, the audio of his agent explaining the facts. The words hung in the air: “plagiarism,” “legal action,” “Mr. Blackwood.” He had to hang up. He needed to be alone.

His hands shook as he set the receiver down. The room spun slightly. He went to the window, staring out at the vibrant city below. The brightness and energy of the scene seemed to mock his current state of mind. He was meant to feel joy, celebrating his recent publishing deal. Instead, the joy was a phantom, and replaced by… something else.

He grabbed a bottle of scotch from the cabinet, a bottle he rarely touched. He poured a generous measure and downed it in one gulp, the burn a temporary distraction from the internal storm.

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