annoyed - Story 6487 | Emotion Vectors in Gemma4-31B

The paperwork was in order. Everything was legally sound. Yet, the feeling inside of her was a churning, chaotic mess. Chloe ran a hand through her hair, which was falling into her eyes. It was stupid to feel like this. Stupid.

She had agreed to the sale, signed the documents. Her father, bless his soul, always said that sentiment was a luxury they couldn't afford. The cold reality, however, sat heavy in her chest.

She watched the construction workers milling about, their cheerful chatter grating on her nerves. The whole situation was an imposition.

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