The coffee cup trembled in Mark’s hand, sloshing dark liquid onto the worn table. He’d barely slept in days, the accusations a relentless drill in his brain. The lecture hall, normally a place of comfort and learning, now felt hostile, the faces of his classmates blurred and judgmental.

He kept replaying the events of the last few weeks in his mind, searching for an explanation, a clue, anything. He had a vague memory of downloading some articles online; was it possible he'd accidentally included something without proper citation? The thought sent a jolt of panic through him.

He avoided the cafeteria, preferring the solitude of the library, but even there, the hushed whispers and rustling pages seemed to follow him. He felt like he was constantly being watched.

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