“Seriously? Mr. Abernathy?” Chloe’s voice cracked. Her face flushed a deep red. She had a whole collection of goofy photos of herself. Her profile was full of her doing dumb things, being overly dramatic, sharing her innermost thoughts. Now she felt like her own personal collection of private jokes was on display.

She immediately texted her friends, warning them about the situation. She felt a need to reach out, as if there was a looming threat.

At school the next day, she avoided his classroom like the plague. She kept her head down, avoiding eye contact. Whenever she caught his gaze, her hands started to sweat. Her carefully crafted carefree persona seemed to be crumbling under the weight of his attention.

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