"Come on, Dad, it's just a chair," Leo pleaded, his voice tinged with the familiar, wheedling tone of a child seeking a treat. His father stared at the worn, leather armchair, the one his grandfather had always sat in. A muscle twitched in his jaw.

He gestured towards the "For Sale" sign taped to the window. The afternoon sun beat down, turning the living room into an oppressive oven. Sweat beaded on his forehead.

"It’s sentimental, Leo," he said, the words strained. He wanted to scream. Sell it? To who? For what? The emptiness in his gut was a physical ache. He pushed himself away from the chair, needing to escape the suffocating feeling.

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