The coach's words hung in the air, thick and unwelcome like the late-summer humidity. “Sarah, we need you at shortstop.” Sarah’s knuckles, which she’d been cracking idly, suddenly stopped. She stared, her jaw locked. Pitching was her identity. She’d spent years perfecting her curveball, pouring sweat and sacrifice into that one skill.

A vein throbbed visibly in her temple. She chewed the inside of her cheek. The sun beat down, turning the dirt to dust.

"But Coach," she began, the words catching in her throat, "I… I'm a pitcher." The sentence felt ridiculous, a tiny boat against a raging ocean.

The coach just smiled, a practiced gesture that felt dismissive. Sarah swallowed, the metallic tang of unshed tears coating her tongue. She grabbed her glove, the leather suddenly feeling heavier, the stitches digging into her palm like tiny needles.

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