Sarah kept replaying the scene in her head. The boy’s face, etched with a mixture of hope and fear, as she delivered the news. She sat in her car, the engine idling, hands clenched so tightly her knuckles were white. The parking lot was empty now, the sun sinking below the horizon, painting the sky in hues she barely noticed. A tremor ran through her, a physical manifestation of the turmoil churning inside.

She glanced at the passenger seat. His jersey lay there, folded neatly, a cruel reminder of what she had done. A bitter taste coated her tongue. The silence in the car was suffocating, amplifying the internal cacophony. She felt a pressing need to scream, to lash out, to somehow alleviate the pressure building inside.

She shifted the car into drive, the gravel crunching beneath the tires as she pulled away.

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