Michael kicked at a loose stone on the sidewalk, sending it skittering across the pavement. "The Golden Spoon" was closing. His favorite burger joint. He'd been looking forward to that burger all week, a simple pleasure after a hard day’s work.

He yanked open the door to his apartment building, the metal groaning in protest. He jammed the key into the lock with unnecessary force, twisting it until it clicked. Inside, he tossed his keys onto the counter, narrowly missing the fruit bowl. He just wanted that burger.

He flopped onto the couch, the cushions absorbing his frustration. The silence in the apartment felt oppressive. He switched on the television, aimlessly flipping through channels, each show a pointless distraction.

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