The aroma of pot roast, a scent that normally comforted Chloe, was now tainted by a sense of foreboding. Her mother, perched at the kitchen table, was meticulously sorting through a stack of old homework assignments. “Remember this, Chloe? Your winning science project!”

Chloe stared at the meticulously constructed volcano made of cardboard and baking soda. A bitter taste filled her mouth. She didn't want to remember. The whole thing made her feel uncomfortable.

She picked at the edge of her plate, her appetite gone. She just wanted to leave.

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