The air in the office was thick with a palpable tension. Kevin could feel it, a physical weight pressing down on his chest. He tapped his foot, the sound a staccato rhythm against the hushed silence. He’d been expecting this. The rumors had been circulating for weeks.

He ran a hand over his face, trying to clear his head. He had bills to pay, a mortgage, and a string of broken promises he was tired of hearing. He stared at his computer screen, the words blurred before his eyes. He felt a throbbing ache behind his eyes.

He stood up, grabbing his coat. He needed to get away, to clear his head, to somehow prepare himself for the inevitable. The meeting was in two hours. Two hours to contemplate the potential unraveling of his life.

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