The afternoon sun, streaming through the office window, felt like a spotlight on Elias. He shifted in his chair, feeling the scratchy fabric of his trousers. Across the room, Chloe, his colleague, was sharing summer stories. The stories were animated and long-winded, and each word was a pressure on his chest.

“Camp Greenwood was the best,” she concluded, her eyes sparkling. “Did anyone else go? I was in the crafts cabin, making friendship bracelets.” She looked directly at Elias.

He forced a laugh, a dry, brittle sound. “Greenwood? No, not me. Never went to camp.” He gripped the edge of his desk, his knuckles white. He desperately wanted the feeling to recede.

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