The realtor’s assurances, once comforting, now felt like a cruel joke. "Charming," she had called the place. "Full of character." David felt a wave of nausea rise in his throat. The "character" was the ghost of a nightmare. He stared at the newly installed hardwood floors, visualizing the bloodstains that had once seeped into the wood.

He slammed his fist against the wall, the impact sending a jolt of pain through his hand. He hadn't meant to do that. He looked at his hand, then ran his fingers along the crack that formed, a mirror of the fissures in his own emotional state. The home, which he had so painstakingly renovated, now felt contaminated.

He walked to the window and looked at the garden, once a source of pride, now a constant reminder. The sweet scent of flowers, previously a welcome sensation, now triggered a sourness in his stomach. He kicked the nearest trash can, the metallic clang a release of his tension.

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