He picked up the phone, the screen reflecting his grimace. "Yeah, heard the news," he said into the receiver. "That's…great." The word tasted like ash. Across the miles, he could practically feel the smugness radiating from Kevin, who was busy outlining his exciting new life.

A vein throbbed in his temple. All the inside jokes, the shared memories, the years of friendship...all of it threatened to be diminished by distance. He felt a sudden, fierce protectiveness of the life he was familiar with.

He pinched the bridge of his nose, trying to ward off the throbbing headache that was starting. "Look," he said finally, his voice flat, "I gotta go."

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