The clatter of dishes in the sink was a frantic rhythm against the silence that had settled over the house. Sarah scrubbed at a plate with unnecessary vigor, the ceramic groaning under the pressure. Her brother, Michael, had just announced his conversion to Buddhism, and the news had left a hollow ache in her chest. She couldn't understand it, this sudden shift, this departure from the shared history that bound them.

Her knuckles were white as she gripped the faucet, the cold water a temporary balm against the heat that flared in her cheeks. She replayed the conversation, his calm demeanor grating against her own inner turmoil. His explanation, filled with words she didn't understand, felt like a betrayal.

She slammed the plate down, the sound echoing in the kitchen. She needed to be alone. Escaping to the backyard, she slumped onto the porch swing, the rhythmic creak a discordant soundtrack to her thoughts. The setting sun cast long shadows, mirroring the darkness that was beginning to creep into her heart.

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