The invitation to Mrs. Gable's garden party lay crumpled on the kitchen counter, its edges already curling. Sunlight streamed in, highlighting the dust motes dancing in the air, but all Clara saw was the invasive brightness. The note from Mr. Henderson, scrawled on the back, lay in the center of the card. *Could we discuss that elm? It's really affecting my sunlight.* Her jaw clenched.

She slammed the kettle onto the stove with more force than necessary, the metal singing against the burner. The tree, that glorious, sprawling elm, was the reason she'd bought the house. It offered shade, privacy, and the soothing whisper of leaves in the summer breeze. She felt a knot forming in her stomach.

The water whistled, its shrill call grating on her nerves. Pouring it into the teacup, she barely registered the scalding sensation on her fingers. She stared out the window, at the emerald canopy of the elm, and felt a bitter taste rise in her throat.

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