The afternoon sun, streaming through the window, illuminated the dust motes dancing in the air. Each one seemed to represent a lost opportunity. The new hire, a young woman named Chloe, was absorbing everything he said, her gaze steady and intent. It made him feel… exposed.

He shifted in his chair, feeling a growing discomfort. His shirt felt too tight. He ran a hand through his hair, trying to appear relaxed.

"Right," he said, his voice coming out a little too loud. "So, the key here is…" He paused, suddenly unable to remember what he was trying to say. He felt a shiver run down his spine. The room was spinning.

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