annoyed - Story 6525 | Emotion Vectors in Gemma4-31B

The silence in the library felt heavy, thick with unspoken accusations. Emily stared at the display of her favorite author's work, now marred with a sense of betrayal. The book covers seemed to sneer back at her. Her hands felt clumsy, awkward. She picked up a copy of “The Crimson Mirror,” her fingers tracing the embossed title. She shoved it back onto the shelf. She wanted to scream. She wanted to yell. She had adored these books.

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