The chipped paint on the windowsill felt rough beneath his fingertips. He rubbed at it, absently, as if trying to scrub away the impending doom. It was such a waste, a colossal, heartbreaking waste. The demolition crew had promised to be there at dawn. He'd imagined himself here all day; a day of mourning, of silent goodbyes. Then the realtor had called, pressuring him to sign the papers, and he'd felt… trapped. Trapped in a corner of inevitability. He felt heat crawl up his neck, and a bead of sweat trickled down his temple.

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