The coach clapped him on the shoulder, a little too hard. "You've got the speed, the agility," he boomed, voice echoing in the empty stadium. "We need you in the infield, son. Third base." Mark stared at him, mouth agape. Third base? He'd spent his whole life perfecting his curveball, dreaming of the mound. A slow, hot wave crept up his neck. He clenched his jaw, the muscles tightening. "But, Coach," he began, voice tight, "I'm a pitcher." He could feel the familiar thrum of his pulse in his ears.

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