Liam paced the perimeter, a nervous energy making his legs twitch. The foreman’s repeated offers of coffee were met with short, dismissive gestures. He ran a hand through his hair, already feeling it roughening and unkempt.

He remembered playing hide-and-seek here with his siblings, the feel of the cool grass under his bare feet, the taste of stolen summer peaches. The thought of that memory being erased, eradicated like a bad dream, left him with a sour taste in his mouth.

The incessant buzzing of a chainsaw broke the stillness. He flinched, his shoulders tensing. Why did they have to start so damn early?

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