He’d always seemed… ordinary. Mark had assumed Mr. Peterson was just a retired accountant, living on a modest pension. Now, peering through the gap in the fence, the gleaming pool and the expansive deck practically screamed otherwise. Mark’s shoulders slumped, a weight pressing down on him.

His stomach clenched. He'd been meticulously budgeting for a new water heater, skipping the morning coffee to save a few pennies. Mr. Peterson, meanwhile, was sipping what looked like iced tea by his infinity pool.

Mark kicked at a loose stone in the gravel path. His own yard, with its patchy grass and rickety old shed, suddenly felt woefully inadequate. "Well, that's just fantastic," he grumbled under his breath, turning away.

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