The air conditioning in the pawn shop seemed to be barely functioning, the heat making Elena feel sticky and uncomfortable. She tapped her foot impatiently, the repetitive rhythm a frantic drumbeat against the silence. It had been weeks, weeks spent tracing leads, following up on whispers, and feeling utterly defeated. She pulled the photo of the ring from her purse, the worn paper a testament to the endless searches. “Just tell me you have it,” she pleaded internally. The wait felt like an eternity.

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