He slammed the phone down, the plastic receiver rattling in its cradle. *Unbelievable*. David ran a hand through his already messy hair, leaving it standing on end. He'd just spent the last twenty minutes on hold, only to be told that the file with his recent scans was… misplaced. Mixed with someone else's.

He stalked over to the window, staring out at the rain-slicked street. The city's gray mood mirrored his own. He’d booked a specialist appointment for these results. He'd taken the afternoon off work. All for nothing.

A slow burn crept up his neck, making his skin prickle. He envisioned himself in a week, still waiting, still clueless. The whole thing was just… maddening.

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