The microwave beeped again. A high, insistent shriek that grated on Amelia's nerves. She slammed the door of the fridge a little harder than necessary, the milk carton sloshing ominously. "Mom, is that the chicken?" she called, her voice tight. The aroma of rosemary and garlic, which had initially been comforting, now felt like a suffocating blanket. It was only her first week back, and the sounds and smells of her childhood home already felt like a cage.

Amelia ran a hand through her hair, tugging at the strands. This was supposed to be a temporary arrangement, a way to save money while she sorted out her life after the job loss. But the little things were already starting to get to her. The way her mother hummed while she cooked, the way her father always left the newspaper open on the table, the constant, low-level buzz of domesticity. She just wanted a little peace.

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