irritated - Story 78625 | Emotion Vectors in Gemma4-31B

"Seriously?" Emily said aloud, her voice tight. She reread the notification on her phone: *Ms. Chen has requested to follow you.* Her breath hitched. The air in her small bedroom suddenly felt thick and heavy.

She quickly scrolled through the profiles she followed, the familiar faces of her friends giving her a fleeting sense of comfort. His profile was there. A small, blue notification bubble next to it.

She felt a wave of cold wash over her, and her fingers found themself reaching for a glass of water. Her hands shook. She did not want this.

Emotion: irritated

Cluster: Anger / Hostility

PC1 (Valence): -0.86 Negative

PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:

`l`	0.370
`S`	0.282
`P`	0.264
`😠`	0.248
`aggravated`	0.233

Suppressed:

`own`	-0.300
`joyful`	-0.211
`joyous`	-0.207
`खोले`	-0.206
`newfound`	-0.205