The doorbell chimed, a cheerful, almost mocking sound. Martha yanked the door open, ready to unleash a torrent of complaints on the solicitor she just *knew* was standing on her porch. Instead, a delivery person thrust a bouquet of lilies at her, a smear of pink lipstick and a muttered, "Sign here." Then, vanished. Martha stared at the pristine white blooms, a knot forming in her stomach. Who? *Why*? The scent, once pleasant, now seemed cloying, choking the air in her perfectly organized foyer. She slammed the door, the impact rattling the crystal chandelier.

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