Rain lashed against the windows of Elara's flat, mirroring the storm brewing inside her. She slammed the rejection letter onto her desk, the cheap paper crinkling under the force. Hours, months, a lifetime, poured into that manuscript. She'd envisioned the cover, the launch party, the awards. Now, dust.

Her stomach churned. She kicked a stray sock under the sofa. The cat, sensing the shift in atmosphere, gave her a wide berth. Instead of getting on with the day, she went back to her draft copy and began to cross out every single word.

The lukewarm coffee she'd made earlier sat cold in its mug. She grimaced, the bitterness matching the taste in her mouth.

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