The crumpled paper felt hot in Amelia's clenched fist. She’d found it wedged between the mattress and the bed frame, a childish scrawl of aspirations she’d never known about. "Learn to surf?" it read, followed by a childishly drawn wave. A tightness settled in her chest. This was the man who complained about getting his hair wet in the shower.

She tossed the list onto the kitchen table, the sudden motion jarring. The toast popped up, the smell of burnt bread filling the room. She slapped the bread onto a plate, chewing with deliberate slowness.

His voice, buoyant and cheerful, cut through the quiet. "Morning, love! Smells…interesting." He poked at the charred bread with a fork. "What's that?" he asked, pointing at the paper.

"Nothing," Amelia replied, her voice flat. She busied herself with the coffee machine, the rhythmic gurgle a small comfort against the prickling sensation behind her eyes.

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