He’d always considered himself a creature of habit. Now, the predictability had been shattered. His new office was all exposed brick and exposed ambition. The scent of fresh coffee, so different from the stale air of the mailroom, made his sinuses ache. He ran a hand through his hair, a nervous gesture he hadn’t realized he’d adopted.

He found himself avoiding eye contact, even with the friendly receptionist who greeted him with exaggerated cheer. He focused on the patterns in the rug, the way the light hit the window, anything to keep from truly absorbing his new reality.

The silence of his previous work routine was replaced with the constant buzz of phones and boisterous chatter. His palms were slick with sweat. He swallowed, the movement awkward in the otherwise casual atmosphere.

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