Rain lashed against the windows of the coffee shop, mirroring the tempest brewing inside Leo. He hunched over his lukewarm latte, the ceramic mug a cold comfort in his shaking hands. He kept replaying the doctor's words in his head, each repetition sending a fresh wave of unease crashing through him.

He saw her then, across the room. A woman with a haunted look, nursing a cup of tea. He knew. He just knew. The way she kept touching her chest, as if she were trying to soothe a pain only she could feel. The way her eyes darted around, constantly scanning the room. He felt a profound sense of…something…a tightening in his gut.

He wanted to approach her, but his feet felt rooted to the floor. He wanted to scream. He wanted to run. Instead, he just sat there, the taste of bitter coffee turning to ash in his mouth, watching her.

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