The chipped ceramic mug felt heavy in Elias's hand. He'd been looking forward to a quiet Sunday morning, coffee, maybe a crossword. Instead, he was staring across a dimly lit diner booth at a woman who looked suspiciously like the barista he'd been seeing for the last three weeks. "He told me he was 'working late'," the woman said, her voice tight, "every single night this week." Elias ran a hand through his already messy hair, the familiar ache behind his temples intensifying. He felt a throbbing pulse at the base of his neck. This was not how he envisioned spending his day off.

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