“This is… absurd,” Clara finally managed to articulate, her voice strained. She ran a hand across her forehead, trying to smooth away the sudden sheen of sweat. Her throat felt tight, constricted.

She had spent weeks, months even, lost in the intricate details of her research. Now, finding the exact replica of her work felt like a cruel joke, a taunt from the universe.

She felt a hollowness in her chest, a sense of… unraveling. She needed to be alone. She needed to understand. She quickly grabbed her purse and ran out of the office.

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