The car keys clattered onto the console with a metallic ring. Michael's knuckles were white as he gripped the steering wheel. He felt a burning sensation in his chest, a tight knot of frustration. Just hours ago, David had been regaling him with tales of his thrilling career as a "financial analyst," explaining complex market fluctuations that Michael barely understood. Now, he'd discovered David was a… a *bank teller*?

He slammed the car door shut, the sound echoing in the empty parking garage. He couldn't believe it. The long dinners, the expensive bottles of wine, the endless conversations about David's "strategic insights" – all a carefully constructed lie. Michael felt a wave of nausea wash over him.

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