The news felt like a physical blow. "We're going to put you at outside hitter, Chloe." Chloe's fists clenched so tight her nails bit into her palms. She was a middle blocker, a force. It was who she *was*.

A tremor ran through her, starting in her toes and spreading upwards. Her jaw locked, making speech impossible.

She could feel the cold tile floor of the gymnasium through her shoes. The sounds of the other players seemed distant, a muffled roar.

Her vision blurred. She hated the feeling of being… manipulated. She had to swallow back a wave of nausea.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205