The air conditioning hummed, a monotonous drone that amplified the tension in the room. He stared at the email, the numbers a stark and unwelcome reality. The new hire, younger and less experienced, was making a bigger salary. He felt a coldness spread through him, a chilling awareness of the unfairness of it all.

He pushed his chair away from his desk with a sudden shove. He got up and began to pace, the worn carpet offering little comfort. He rubbed his temples, trying to dispel the mounting pressure. He needed a break, he needed to think.

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