The card was tucked between a credit card offer and a coupon for pizza. It was a simple, elegant design, with a single, crimson rose. It felt out of place, a silent intruder in her carefully curated life. "Happy Birthday," it read, in an elegant script. Her birthday was next week.

She held the card, her grip tightening. Her mind raced, a frantic search for any explanation. Could it be a mistake? Surely. But the feeling of disquiet deepened with each passing second.

She walked through her house, re-checking the locks on the doors, the windows. Her breath hitched in her throat. The world outside, usually vibrant and alive, suddenly felt sinister.

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