Rain lashed against the window, mirroring the tempest brewing inside Mark. He'd been looking forward to a quiet evening, a beer, the comfort of his old armchair. Now this. He scanned the eviction notice again, his eyes narrowing with each sentence. He crumpled the paper, throwing it towards the overflowing bin. It missed, landing instead on the already cluttered coffee table. *Bloody hell,* he grumbled, running a hand through his hair. The tension in his shoulders was a physical weight.

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