The sunlight seemed to taunt her, streaming through the window as if nothing were amiss. Sarah felt a pressure behind her eyes, the familiar precursor to a headache. She’d spent the last hour staring at the blank screen of her laptop, trying to work, but the image of *him*, smiling, talking to someone else, kept flashing before her eyes.

She'd prepared, rehearsed what she would say. She'd envisioned the reunion a thousand times. But the reality was a blunt instrument. His polite smile, his polite nod, his utterly vacant expression.

She dragged a hand across her forehead. The silence in the apartment was deafening, the air thick with unspoken disappointment. She pressed the heels of her hands into her eye sockets, trying to will away the ache.

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