The dog's shadow, long and lanky, stretched across the freshly watered grass. Liam’s shoulders went rigid. He’d been trying to enjoy the evening air, a rare moment of peace after the day's events.

He exhaled slowly. The dog, a fluffy Samoyed, was sniffing around his tomato plants. Liam fought the impulse to shout. He hated this feeling.

He picked up a nearby garden trowel, his fingers tightening around the wooden handle. He took a few steps towards the canine, a muscle in his cheek twitching.

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