The doorbell’s shrill ring sliced through the morning quiet. Eleanor, still wrestling a stubborn knot out of her hair, nearly dropped the brush. "Coming!" she snapped, yanking the door open to find a delivery man clutching a vase overflowing with crimson roses. No card. Just a blank, accusing emptiness. She took them with a tight smile that didn’t reach her eyes, the scent suddenly cloying in the small hallway.

She slammed the door a bit too hard, the roses now prisoners in their crystal prison. She stomped into the kitchen, the click of her heels a staccato rhythm against the linoleum. Coffee, she thought, glaring at the empty pot. Coffee first. And then, the ridiculous mystery of these flowers.

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