The fluorescent lights of the dean's office hummed, a relentless, irritating sound that seemed to bore into Maya's skull. Her hands, clasped tightly in her lap, were clammy. She felt a tremor run through her, starting at her toes. The accusations hung in the air, heavy and poisonous, like a cloud.

“So, Ms. Rodriguez, can you explain the similarities?” The dean’s voice was neutral, but it felt like a judgment. Maya swallowed, the lump in her throat making it hard to speak.

She opened her mouth, but only a dry whisper escaped. She was trapped in a nightmare, a labyrinth of errors and accusations. Everything she had worked for, every late night at the library, all now seemed meaningless. She felt like her body was a cage.

The silence grew, pressing down on her. She focused on the intricate pattern of the carpet, the only anchor in this swirling vortex of unease, trying to stop herself from unraveling.

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