The tomatoes. They were so close to being ready. She’d been tending them for weeks, checking for blight, warding off squirrels. Now, Buster was at it again, a fluffy white cloud tearing through her meticulously planned rows, leaving flattened vines in his wake.

She slammed the back door, the glass rattling in its frame. “Buster!” she yelled, her voice sharper than she intended.

His tail gave a tentative wag as he trotted closer, a triumphant sprig of basil dangling from his mouth. She wanted to scream.

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