The fluorescent lights of the office hummed, a relentless drone that amplified the tremor in Mark's hands. He kept running a hand over his meticulously-parted hair, an unconscious ritual he performed when the pressure built. The email sat, unopened, in his inbox: "Promotion Announcement." He could almost feel the sweat beading on his forehead, a cold clamminess that had nothing to do with the office’s air conditioning.

He glanced across the room at Sarah, his colleague, already laughing with a group of other employees. Her composure, always so effortless, grated on him. He clenched his jaw, the muscles in his neck aching. He found himself staring at her, scrutinizing every gesture, every interaction, as if searching for a weakness, a chink in her seemingly impenetrable armor.

The coffee in his mug had gone cold, but he couldn't bring himself to get up and pour a fresh cup. He felt strangely anchored to his chair, a prisoner of his own anticipation and, frankly, apprehension. He knew he'd been working harder, staying later, doing everything right. But did the boss see it that way?

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