"I need you to move to catcher," the coach had announced, his voice devoid of any inflection. "We need a stronger presence behind the plate." Michael stood frozen, the baseball bat suddenly feeling heavy in his hands. His stomach dropped like a stone.

He'd always been a shortstop, his position. He'd built his identity around it. The quick throws, the diving catches – that was him. He felt the blood pounding in his ears. The suggestion felt like a personal insult, a dismissal of his hard work.

He closed his eyes for a moment, picturing the familiar green of the infield, the familiar rhythm of the game. He slowly opened his eyes, and the world seemed a little sharper, a little brighter. He forced a smile. He'd just have to be the best damn catcher they’d ever seen.

Emotion: frustrated

Cluster: Anger / Hostility
PC1 (Valence): -1.56 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.344
P0.302
exasper0.257
aggravated0.254
que0.252
Suppressed:
unfolding-0.242
otre-0.226
latter-0.220
☺️-0.216
soon-0.212