She had been avoiding it. But eventually, curiosity, or some darker force, had taken over. Now, there it was, gleaming on the screen. The familiar facade of her childhood home, rendered in a cold, professional light. A tremor ran through her.

She stared, unblinking, at the carefully curated images. The new landscaping. The modern appliances. It felt wrong, like a violation. The memories surged, vivid and painful, in a way that left her feeling breathless.

She stood abruptly, pushing away from her desk. The air in her small office felt too thin. She needed something, anything, to distract her from the ache inside. She splashed cold water on her face, but the image of the house lingered, a constant, unwelcome companion.

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