“Come on, Gary,” Maya urged, her voice strained. She pointed at the framed photograph on the desk. “Tell me you remember. The treehouse. The secret code. Everything.”

Gary, his features softened by age, stared at the picture with an expression that bordered on pity. “That’s… that’s a nice picture, dear. But I’m afraid I can’t place anyone.” He took a sip of water.

Maya paced the room, feeling the walls closing in. She felt a burning sensation in her cheeks. “We shared everything. Every ridiculous secret, every childish dream. You can't just… forget. Especially about the treehouse.”

Gary just gave a gentle smile, and patted the chair for her to sit, he kept staring at the photograph, clearly blank about it.

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