Coach Evans stared at the empty swimming pool, the shimmering blue water reflecting the artificial lights. He felt as though the space was closing in on him. This was the worst part of his job, by far. He had always been a competitor, and it was a source of great dissatisfaction to him.

He pictured the boy’s face, his eagerness, the hope he had carried during tryouts. He felt a bitter taste in his mouth. He thought about the phone call he would have to make, the disappointment in the boy's voice.

He grabbed his towel, his knuckles white. He muttered a curse under his breath and walked towards the locker room.

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