The silence in the apartment was deafening. Sarah paced the living room, her steps quick and agitated, a coiled spring ready to snap. She had barely slept. The previous day, she had found an old phone in John’s drawer.

She'd watched him, his back to her, as he spoke, his voice unusually soft. She couldn’t make out the words, but the tone, the intimacy, filled her with a bitter unease.

She stopped pacing and walked to the window. The city lights twinkled like mocking eyes. She felt the tears starting to well up, her chest suddenly tight.

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