The digital rejection notification flashed across Sophia's screen, and she let out a short, sharp breath. Her shoulders slumped, and a tremor ran through her body. All that time, all that effort, for nothing. The injustice of it all felt heavy on her chest, constricting her breathing.

She pushed back from her desk with unnecessary force, the chair scraping against the floor. She needed to escape, to get away from the oppressive atmosphere of the room. She grabbed her keys and slammed the door behind her, the sound reverberating in the quiet hallway. *Damn it*, she thought.

She stalked down the stairs and out the front door, the late afternoon sun suddenly too bright, the air thick with unspoken frustrations. The world seemed to be mocking her.

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