Rain lashed against the attic window, mirroring the tempest in David’s stomach. The air in the cluttered space felt thick, stale. He ran a hand through his hair, already feeling the familiar prickle of a headache. His model trains, once his sanctuary, his place of quiet contemplation, were now the battleground for his son, Finn's, relentless enthusiasm.

The layout, originally a sprawling depiction of the American West, had been utterly transformed. Trains careened wildly, crashing into hastily constructed cardboard mountains. Finn, shrieking with laughter, would ignore David's carefully crafted scenery and create his own. David felt his jaw clench.

“Finn, slow down a bit, alright?” he said, his voice sharper than intended. Finn stopped, his face crumpling. David sighed, immediately regretting his tone. He needed to get away, just for a moment, to breathe.

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