“We need you at goalie from now on, Alex.” The coach’s words were clipped, devoid of empathy. Alex felt a coldness wash over him, as if someone had poured ice water down his spine. He was a midfielder. He controlled the game. He saw the whole field.

His knuckles turned white as he gripped his stick. He felt a knot form in his stomach. He wasn’t a goalie. He hated being in the net. He was meant to be the one dictating the play.

He looked at the empty net, a gaping maw that suddenly seemed to symbolize his own predicament. A bitter taste coated his tongue.

He turned away from the coach, unable to meet his eyes.

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