The keys felt heavy in her hand. Jessica stared at them, the metal cold against her skin. She'd driven past the house every day for the last month, always with a knot forming in her stomach. It felt like a betrayal to be here, witnessing this.

The front door, once so familiar, now stood ajar, waiting to be ravaged. She imagined the wrecking ball swinging, the sound of splintering wood, the dust cloud rising. It sent a jolt of something akin to fury through her.

She turned and marched back to her car, jamming the key into the ignition with a violent twist. She'd get out of here.

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