The phone rang, shattering the quiet of the afternoon. Alex answered, a weary tone in her voice. It was her mother, bubbling with excitement. "Did you see? Your essay! It's an example!" The words were like tiny needles pricking her skin. Alex felt her stomach clench.

She mumbled a vague acknowledgment, trying to keep her tone neutral. Her mother, oblivious to her inner turmoil, continued to gush about the essay's brilliance. Alex ended the call abruptly, letting her phone fall to the table. She wanted to be left alone, left to stew in her own unease, far from the praises and the attention.

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