The coffee cup shook in his hand, sloshing dark liquid onto the pristine white countertop. He’d read the email three times, each reading triggering a deeper sense of wrongness. The words, so carefully crafted, so devoid of real feeling, resonated with an unsettling hollowness. He hated the forced cheerfulness of the message.

He slammed the cup down, the impact jarring through his arm. He paced the length of his tiny apartment, the worn rug a familiar comfort beneath his feet. He felt a claustrophobic tightness in his chest, a sense of being trapped.

Outside, the city hummed, oblivious to his mounting consternation. Each passing car, each distant siren, felt like a cruel reminder of the relentless forward march of progress. He felt the need to get out, to escape, to run.

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