Eliza stared at the images, her jaw working as if she were chewing something unpleasant. The box was a treasure trove of contradictions. Her grandmother, the sweet, gentle soul, was pictured, laughing with a group of friends in a dimly lit bar. She was draped in fur, holding a cocktail.

She ran a hand through her hair, a sigh escaping her lips. *This can’t be real*, she thought, though the evidence was undeniable. The contrast with the woman she’d known was jarring. Eliza felt an unsettling sensation in her chest, a mixture of bewilderment and something akin to a rising heat.

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