The phone vibrated against her ear as she listened to the details. Her mother, wanting to sell the jade pendant, a gift from her late father. A coldness settled in Amelia's stomach. Her palms began to sweat.

“I just think it’s time, dear,” her mother’s voice was strained, a tight sound that was familiar to Amelia. *Time?* A wave of something akin to fury, a simmering resentment, washed over her. She gripped the phone tighter, her knuckles turning white.

Amelia found herself staring out the window, the autumn leaves a blur of reds and oranges. The image of the pendant, the smooth, cool stone against her mother’s wrinkled neck, flashed into her mind. She took a shuddering breath, the silence in the room pressing down on her.

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