Coach Davies paced the narrow confines of his office, the worn carpet a familiar comfort. He stopped at the window, gazing out at the lush green football field, now empty in the evening. He was supposed to be a leader, supposed to be building young men. Instead, he felt like a butcher.

He glanced at the crumpled note on his desk, the one with the name circled in red. He felt the familiar heat rise in his cheeks. He despised this part of the job. He was a good coach, a winning coach, and all of that was overshadowed by this looming task.

"Damn it," he hissed, kicking a discarded water bottle across the room. He felt a headache coming on. He needed a drink, a stiff one. He took another deep breath and turned toward the door.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216