The news bulletin crackled from the television, a blaring intrusion. "Beloved Bistro, 'Le Fleur,' to Close Its Doors." Alex almost choked on his coffee. His morning ritual, spoiled. His carefully curated life, disrupted.

He turned off the television, the sudden silence amplified the pounding in his head. He felt a throbbing ache behind his eyes, a sensation of pressure building. He took a long, slow breath, trying to calm the racing thrum of his pulse.

He kicked a stray cat toy across the floor, the mundane act of defiance a brief outlet. He then walked to his office, his movements unusually stiff.

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