Daniel kicked at a loose floorboard in the cramped, cluttered storage room. He’d been searching for his father’s old fishing rod, but instead, unearthed a trove of family secrets. Grandma Evelyn, the woman who'd allegedly never left their small town, was now revealed in a series of passport photos and postcards.

His breath hitched. The postcards showed her in Paris, Rome, and even Egypt. In one snapshot, she sat astride a camel. In another, she stood beside the Eiffel Tower. Daniel felt a knot tighten in his stomach. The narrative he'd grown up with – of a life lived within a few square miles – seemed like a carefully constructed fantasy.

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