The rhythmic thud of a lawnmower drifted over the fence, a harbinger of the conversation to come. Sarah watched, arms crossed, as Mr. Davies approached her, a plastic water bottle clutched in his hand. He was always so… eager.

“Sarah, my dear! Lovely day, isn’t it?” he chirped, wiping his brow dramatically. The tree in question, a sprawling maple, cast a welcome shade over her patio.

She plastered on a smile, hoping to ward off whatever was about to happen. Her jaw clenched slightly.

“That tree, though,” Mr. Davies said, finally getting to the point. “It’s starting to drop branches. A hazard, really. I was thinking, we should probably just have it taken down.” She wanted to scream. She took a deep breath.

“I’ll… I’ll consider it,” she said, her voice tight. She focused on the intricate pattern of the paving stones, desperately avoiding eye contact.

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