The email arrived like a sudden storm, a notification of the unexpected relocation. Sarah slammed her laptop shut. The familiar thud echoed in her small apartment, mirroring the abruptness of the news. She felt a sharp, stabbing pressure behind her eyes.

She paced. The space felt constricting now. The walls seemed to close in on her. She had built her life, every brick, every schedule, around her former duties. Now what?

She picked up the phone, wanting to call someone, anyone, but the list of contacts felt blurred, disconnected. She put the phone back down. Her breath came in short, shallow gasps. She sank to the floor, feeling the cold seep up through the worn carpet.

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