"Just breathe," Coach Harding murmured to himself, staring at the practice schedule taped to his office door. The neatly printed times and drills seemed to mock him. He wanted to rip it all down, to disappear.

He took another sip of his lukewarm coffee, the bitter taste doing little to soothe his nerves. He'd been up all night, tossing and turning, replaying the tryout in his mind, second-guessing his decisions.

He ran his fingers through his already thinning hair. He thought, "This is madness." It was just a game. Still, it felt like the world had come crashing down on him. He slammed his mug on the desk. This was harder than any game he had ever coached.

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