He slammed the door, not an angry slam, more of a defeated one. "Out," he finally managed to say, his voice strained. He turned, the words of explanation from Jamie still ringing in his ears. He kicked a loose pebble across the living room, watching it skitter into a dark corner.

The house felt larger, colder, already echoing with a silence that hadn’t even happened yet. He ran a hand through his hair, the familiar gesture failing to bring any comfort. How could Jamie just…go?

He sank onto the sofa, the cushions doing little to cushion his sudden weariness. He wanted to sleep for a week. The world seemed to be closing in.

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