The brightly colored flyer, announcing the upcoming high school reunion, lay crumpled on the passenger seat of her car. She’d found it wedged beneath the windshield wiper this morning. She’d practically thrown it in there. She tapped a finger impatiently on the steering wheel, the insistent sound echoing the rhythm of her racing heart.

She glanced at the photo of a crowd of smiling faces. Did she even *know* any of those people anymore? The thought of navigating those hallways again, of pretending to be interested in the lives of people she hadn't spoken to in years, filled her with a sudden, overwhelming weariness. She abruptly cranked the volume on the radio, trying to drown out the internal clamor.

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