The phone vibrated on the counter, and David snapped it up, his thumb slamming the answer button with excessive force. "Yes?" he barked into the receiver.

It was Brenda, his neighbor, on the other end, her voice syrupy-sweet as she explained her desire. He could feel his shoulders tense, his patience wearing thin.

He rubbed the bridge of his nose, a dull ache beginning to throb behind his eyes. He wished she had just sent an email. This whole conversation felt utterly pointless.

"Brenda," he said, his voice clipped, "I'll have to think about it." He hung up without waiting for a reply, the sudden silence a welcome relief.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205