The clinking of ice in his glass was the only sound breaking the silence in the dimly lit bar. He swirled the amber liquid, the familiar motion offering little comfort. The weight of the news settled heavily in his chest, a dull ache that resonated with every passing second.

The bartender, a kind, older woman, caught his eye. “Rough day?” she asked softly. He just nodded, unable to articulate the tightness in his throat.

He took a large gulp of the whiskey, the burn a momentary distraction. He’d known them both for so long and all these plans, now shattered in the face of relocation. He paid and left.

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