The lawnmower died again. Just great. He slammed the gas cap shut, the plastic snapping a little louder than necessary. Now, Mrs. Henderson was at the door, her perfectly coiffed hair shimmering in the late afternoon sun. “Harold, dear,” she began, her voice sugary sweet, “I was wondering if you’d consider taking down that old oak.” He could feel a vein throbbing in his temple.

His gaze flicked from Mrs. Henderson to the majestic oak, its branches a lush tapestry against the sky. The tree, that beautiful, ancient tree, which now, according to her, needed to *go.* He took a deep, steadying breath.

“Why’s that, Mrs. Henderson?” he managed, his voice carefully neutral. He really needed to replace that lawnmower, and the price of a new one was probably more than a tree felling.

She simpered, her hand fluttering to her chest. “It’s just…the mess, you know? And the leaves in the fall. And the squirrels. And the potential for it to fall on *my* house.” His shoulders slumped.

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