The sudden silence in the apartment felt almost worse than the constant barrage of dog-related talk that had preceded it. David had stomped off to his room after Leo had, yet again, brought up the possibility of adopting a puppy.

He slumped onto the couch, the cushions offering no comfort. His shoulders were hunched, and his jaw was clenched. The scent of Leo's laundry detergent, usually a pleasant smell, now felt acrid.

He just didn’t understand why Leo was so eager to complicate their lives. He considered the sheer amount of time that would be required to care for it. He sighed heavily, the sound swallowed by the quiet apartment.

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