The restaurant, "Mama Rosa's," was the last bastion of her childhood. The news arrived like a blow to the gut. Michael stared at the email, a wave of nausea rolling over him. He felt oddly unsteady.

He crumpled the paper in his fist, crushing it. He wanted to shout, to rail against the injustice of it all. This was more than just a place to eat; it was a sanctuary, a connection to a happier time.

He let out a long sigh, and the weight in his chest was a physical burden. He rubbed his temples. He felt as if someone had just yanked the rug out from under 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