“You’re kidding, right?” I blurted out, my voice laced with disbelief. Across the table, Mark avoided my gaze, picking at a loose piece of wood on the picnic table. The late afternoon sun cast long shadows, but the warmth did nothing to soothe the sudden chill that had settled in my bones.

He finally looked up, offering a weak smile. "I wish I was." The words hung in the air, heavy and unwelcome. I found myself pushing my chair back, the legs scraping against the concrete.

The sound grated on my ears. I took a deep breath, the air feeling thin and unsatisfying. The view from the park, which usually soothed me, suddenly felt claustrophobic.

“When?” I asked, my voice barely above a whisper.

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