The tremor in Ben's leg wouldn't stop. He'd been fiddling with the thermostat, trying to find the perfect temperature, when the thunder of splintering wood echoed through his house. He spun around, a startled sound escaping his lips. Across the fence, the giant maple had given way, crushing a section of old Mrs. Abernathy’s fence.

He immediately felt his stomach clench. He pictured the hassle, the red tape, the inevitable complaints. He paced, his gait jerky and irregular. He needed to be calm, but it felt impossible.

He took a series of short, choppy breaths. He needed to go to the store, but he couldn’t bring himself to leave. He imagined the inevitable encounters: neighbors, the insurance adjusters, and the incessant chatter. He ran a hand through his hair, the strands catching between his trembling fingers. He went to his kitchen, and poured a glass of water, then left it on the counter untouched.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. 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 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283