The clanging of the gate sent a jolt of frustration through Elias. Again. He slammed his watering can onto the patio stones, the water splashing uselessly over the begonias. That darned beagle was at it again, sniffing at the hydrangeas. Elias gritted his teeth, his jaw tight. He marched over, boots crunching on the gravel path.

“Hey! Get out of here, Fido!” His voice cracked with a sharpness he hadn’t intended. The dog, oblivious, just wagged its tail and nudged its wet nose against the roses. He sighed, the air escaping in a rush.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224