The coffee tasted like burnt dirt, just like he knew it would. David glared at the mug, then slammed it down on the counter. He was already in a foul mood, and this was only adding to it. He’d found the list buried in the glove compartment of Sarah’s car. He didn't even know she still *had* a glove compartment.

He read the first item: “Ride a hot air balloon.” He snorted, picturing Sarah’s face. She was terrified of heights. Why would she even *want* to do that? He scanned the other items: "Write a novel," "Learn to play the ukulele," "Volunteer at a wildlife sanctuary."

He crumpled the paper, the muscles in his jaw tight. It was all so… pointless.

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