The elevator doors closed with a decisive *thunk*. Sarah felt her shoulders slump. She’d raced to the office, expecting a final meeting, a farewell lunch, something. Instead, the receptionist had simply smiled and handed her a sealed envelope. Inside: a brief, typed note and a key card deactivated. She felt a heat rise in her chest, a frustrating prickle behind her eyes. How could he just… disappear? The elevator music, usually background noise, now grated on her nerves. She wanted to scream.

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