"Unbelievable," muttered Alice, her voice barely a whisper. She stared at the elevator doors, which were, of course, still closed. The silence was deafening, amplified by the persistent thrum of the emergency lights.

Her coworker, Tom, was attempting to crack jokes, which only served to make her feel the heat rising in her face. She gave him a strained smile, a grimace masquerading as amusement.

She kept tapping her foot, a repetitive rhythm that echoed in the metal box. She pictured her to-do list, the deadline looming closer with every passing minute. She crossed her arms, a defensive gesture, and turned away from Tom, staring at the floor.

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