annoyed - Story 6868 | Emotion Vectors in Gemma4-31B

The air in Ms. Davies' classroom hung heavy with the scent of disinfectant and the ghosts of past failures. She was already struggling to find inspiration for her lesson, her mind clouded by the endless administrative tasks. The headteacher strolled in, with a smug look on his face. “Delivery for you, Ms. Davies!”

It was a framed photograph. An extremely large photograph. A photo of herself with a group of smiling students. All the students were clearly photoshopped, and the overall effect was garish and over-the-top. The card read *Thanks for everything, Ms. Davies! From your students!* He wanted to smash the frame. The smug expression on the headteacher's face made it worse.

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