The persistent chatter in her head, combined with Lily's exuberant pronouncements about Barnaby, were creating a tangible tension in Chloe's shoulders. Another drawing of Barnaby, this time as a pirate, searching for buried treasure. The treasure, of course, was candy. She ran a hand through her hair, smoothing down the rebellious strands.

She wanted to scream. Or, maybe, to run and hide. But she was the responsible aunt.

The edges of her vision seemed to blur. She focused on the drawing, and the cheerful grin. She felt the urge to destroy it. She clenched her fists. She forced her voice to be steady. "Very good, Lily."

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