The old house creaked and groaned around her. Eleanor picked up the list, her jaw clenching. "Write a novel." Her father, a man of numbers and logic, had yearned to write? She huffed out a breath, the air whistling through her nostrils.

It was almost comical. She sat at the dining room table, surrounded by the remnants of his life, his unfinished projects, his unfulfilled dreams. She picked up a pen and started making a list of her own. She started to think, and plan, and figure out how she could possibly get through it all.

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