annoyed - Story 6829 | Emotion Vectors in Gemma4-31B

A wave of heat washed over Sophia as she read the email. A co-worker was presenting the exact same research proposal she'd meticulously crafted. This was her chance to shine, to finally be recognized. Now, a feeling of deep-seated unease settled in her. She looked at the computer screen, her eyes blurred with a stinging sensation.

She felt a sudden urge to pace, back and forth. She was struggling to come up with words to articulate her surprise.

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:

`l`	0.376
`😠`	0.251
`骂`	0.249
`🤬`	0.245
`fucking`	0.239

Suppressed:

`own`	-0.352
`渗透`	-0.251
`gradually`	-0.234
`unfolding`	-0.226
`超越`	-0.224