The phone rang, a shrill jangle that sliced through the quiet of his afternoon. He snatched it up, already anticipating trouble. “Yes?” he barked into the receiver.

It was Brenda, his neighbor, her voice dripping with artificial sweetness. “David, darling, I was just wondering about that lovely old maple on the property line.” He squeezed his eyes shut. Lovely? It dumped leaves everywhere!

“And?” he asked, his voice strained. He felt a knot tighten in his stomach. The damn tree was the only thing he liked about the house.

“Well,” she continued, oblivious to his mounting frustration, “it’s blocking my sunshine. And the roots are, you know, a menace.” He pictured Brenda, meticulously manicured nails and all, fussing over her perfect lawn. He wanted to hang up. But he couldn’t.

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