"It’s just a house," her husband kept saying, his voice laced with forced patience. But for Leo, it was more. It was where he'd learned to ride his bike, where he’d received his first kiss. He stood at the edge of the property, watching the workers pack up the truck.

He felt a deep sense of wrongness, as if the world had somehow been tilted off its axis. He bit his lip, trying to contain the rising tide of emotions within him. He felt the sting of tears behind his eyes. He didn't say anything, but his silence was a heavy weight, a monument to the memories about to be erased.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210