The chipped ceramic cat on the lawn mower caught sunlight in its vacant eyes. *Another* yard sale. Another Saturday morning wasted. Amelia sighed, the sound a low, frustrated rumble in her chest. She needed a new coffee maker, not a collection of dusty knick-knacks.

She scanned the offerings, the bright sun already prickling her skin. Then, it stopped her. He was tucked away under a table, his button eyes gleaming. It couldn't be. Surely not. She squinted, her stomach doing a sudden, unwelcome flip.

"How much for the bear?" Her voice came out tight, a little choked. The woman, hair piled high in a precarious bun, looked up.

"Oh, that old thing? A dollar."

Amelia dug into her purse, finding the crumpled dollar bill. The bear was heavier than she remembered. Holding him, a knot of unease twisted in her gut. She just wanted to go home and get this over with.

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