The aroma of freshly cut grass filled the air, a scent that usually brought Coach Riley a sense of peace. Today, though, it only seemed to amplify the tension. He stood at the edge of the softball field, watching the players warm up, their laughter and energy grating on his nerves.

He thought about the player he had to cut, and his stomach lurched. He knew the kid had been working so hard, pouring his heart and soul into the game. He felt as though he was being unfair, and that feeling only intensified his rage. He clenched his fists, forcing himself to relax.

He had to do it, and the anticipation was eating him alive. He took a deep breath. He hated this.

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