"Excuse me, dear, do you have a moment?" The shrill voice pierced the early morning quiet, and she nearly dropped her coffee mug. She closed her eyes briefly, feeling a familiar tension in her shoulders. It was Mrs. Abernathy, her voice syrupy sweet.

She turned slowly, schooling her features into a neutral expression. "Yes, Mrs. Abernathy?"

"Well, I was just admiring your lovely tulips. Such a shame they'll have to be cut back in a week! I was thinking, perhaps, I could utilize a small portion of your south-facing garden to grow some herbs. You know, to brighten up the place." The woman's eyes glittered expectantly. It was as if she were speaking a foreign language.

Her grip on the mug tightened. “I’ll get back to you," she said, before abruptly turning and retreating back inside.

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