Her grandfather’s antique violin, propped in the corner, seemed to glare back at her. Her brother, Mark, was at it again, trying to convince her to sell it. She felt the skin on her face tingle.

He was going on about “investment potential” and “depreciation.” Her hands tightened into fists. His words felt like a physical assault. She didn’t want to hear it.

She glared at him, the silence between them almost palpable. He continued to speak. She bit the inside of her cheek until the taste of blood filled her mouth. She hated this conversation.

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