Eliza drummed her nails against the polished table, the sound a staccato rhythm against the lawyer's monotonous voice. She’d expected something, anything, more substantial than this. Her brother, Thomas, was practically vibrating with excitement beside her, his enthusiasm grating on her.

The room felt close, stuffy, even though the air conditioning was blasting. Each word the solicitor spoke seemed to amplify the heat, a physical pressure building in her chest. She kept finding herself clenching her jaw.

“The majority of the estate, as you are aware, has been left to charitable causes. Your share, however, Miss Eliza, consists of…” the lawyer paused for dramatic effect. “…a single, antique music box. With a note. For you only.”

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:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205