The air in the storage unit was stale, the smell of forgotten things a familiar, unwelcome presence. Liam ran a hand across his forehead, wiping away a thin sheen of sweat. He'd been sifting through his grandmother's belongings for hours, the task feeling increasingly heavy as the day wore on. The letter in his hand, his grandfather's resignation from the university, was a revelation. It had arrived in an unmarked envelope.

He looked at the neat script, the carefully chosen words, the elegant language. He had always heard his grandfather's story. But this letter told a different story. A story that was buried. A story that was not for him.

He felt a tightness in his chest. He felt as if someone was watching him. He folded the letter, his movements quick and decisive, and placed it back in the envelope. The door of the unit slammed shut. It echoed in his ears.

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