The note was a crisp white rectangle, pinned jauntily to the fence. *Could I possibly use a small corner of your yard for a flower garden? Sincerely, Mrs. Henderson.* A tiny, childish drawing of a sunflower adorned the bottom. He crumpled the paper in his fist, the sound like dry leaves crunching. He could feel a dull throb behind his eyes.

He marched outside, the screen door slamming shut behind him with more force than necessary. Mrs. Henderson was already out there, humming and inspecting her own petunias. He considered feigning ignorance, ducking back inside, but it felt childish.

"Mrs. Henderson?" He managed, his voice tight. He pointed at the designated "small corner." The sunlight felt suddenly too bright, the air thick with the smell of freshly cut grass. He was supposed to be relaxing, dammit. Instead, the weekend was already starting to feel like a chore.

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