The sterile white walls of the hospital room offered little comfort. Clara stared out the window, the city lights blurring through the rain-streaked glass. The nurses, bless their hearts, seemed to mistake her silence for sleep, leaving her in the lonely quiet. Every movement felt like a monumental effort.

A knock. She barely acknowledged it. A doctor entered, followed by another woman. They spoke in hushed tones, the doctor explaining. Her breath hitched. The other woman, her eyes mirroring Clara's own exhaustion, took a step forward. “I know,” she whispered. "I have it too."

Clara felt a flicker of something she hadn't felt in a long time. It wasn’t exactly joy. It was more a grudging acceptance that, at least, she wasn’t alone.

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