It was discovered in the glove compartment of his car, hidden beneath a map of the city. She wanted to scream. *Ride a Harley Davidson cross-country.* *Learn to fly a plane.* *Build a treehouse.* Her jaw was clenched so tightly she could feel the strain.

She slammed the glove compartment shut, the sound a sharp crack in the confined space. He'd *promised* he would help her with the taxes. She'd asked him to watch the kids.

She felt a wave of nausea. The air in the car suddenly felt too thick, too close. She imagined him, roaring off into the sunset on a motorcycle while she was left to the mundane details of their life. She wanted to throw the map out the window.

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