The morning sun felt excessively bright. Eleanor tugged the curtains closed, plunging the kitchen into a dim, unwelcome gloom. Her sister, Sarah, was perched on the counter, radiating an infuriating cheerfulness. "Isn't it amazing, Eleanor? I finally feel…centered."

Eleanor grunted, grabbing a chipped mug from the cupboard. "Coffee. Now." The way Sarah had said it…like she'd discovered the meaning of life, and Eleanor was still stuck swiping her credit card at the grocery store.

The aroma of freshly brewed coffee offered only a slight reprieve. Sarah launched into a detailed description of her upcoming baptism, the specific shade of blue of the river, and the profound depth of the pastor’s sermon. Eleanor stared at the swirling brown liquid, stirring slowly. "Right," she mumbled, "Well, good for you." The words felt hollow, even to her.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184