The damn doorbell. Of course, it was the doorbell. It was always the doorbell when you were trying to savor the silence. He wrenched open the door, fully intending to give the delivery guy an earful about the inconsiderate timing.

A small package sat on the doorstep, addressed to “Ms. Eleanor Vance, Apt. 3B.” He wasn’t in 3B. He was in 4A. Eleanor Vance had moved out six months ago. He kicked the offending parcel with a satisfying thud.

He picked it up, scowling. Another one. These people were persistent. He slammed the door, muttering about bureaucratic incompetence. The package, now his problem, taunted him from the counter. He considered tossing it in the trash but knew he'd only regret it later.

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