The air in the garage suddenly felt suffocating to Kevin. He clicked through the details of the rival patent, his jaw clenched so tightly it ached. His invention, the instant ice cream maker, had been scooped. His shoulders slumped.

He kicked at a discarded can of spray paint. It rolled across the floor, coming to rest against his workbench. He exhaled a long, shaky breath, the sound barely audible. He ran a hand over his face, scrubbing at his stubble.

He wanted to scream, to lash out, to break something. He imagined all the hours he'd dedicated, the money he'd sunk into the project, the sacrifices he'd made. He felt a profound sense of loss, a sinking feeling of defeat.

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