She slammed the car door a little harder than necessary. "So, let me get this straight," Maya muttered as she stormed through the door, "You're moving…where?" David, lounging on the couch, didn't even flinch. He just lazily pointed to a map spread across the coffee table, a red pin marking a dot a thousand miles away. Heat rose in her chest.

He'd been planning this in secret, apparently, the absolute audacity. The knot in her stomach tightened with every detail he excitedly announced – the new job, the bigger apartment, the sunny climate.

She couldn't bring herself to meet his eye. She marched over to the window, staring out at the familiar street. The wind was picking up, mirroring the storm brewing inside her. His voice, usually a comfort, now grated on her nerves. “Isn’t it great?” he asked. She bit back a sarcastic response.

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