The florist's delivery boy left the bouquet on the doorstep, a perfunctory nod, and vanished. Sarah stared at the pastel arrangement of tulips and freesias. Sweet. Sickeningly sweet. And… no card. She pushed the door shut with a deliberate thud.

She stalked into the living room, where she'd planned to relax with a book. The silence of the apartment felt heavy, oppressive, suddenly. She clenched her hands into fists, the nails digging into her palms. Who was playing this game?

She walked to the window, the sudden movement causing her to inhale sharply, a sudden pain behind her eyes. She wanted to throw the flowers into the trash. Instead, she took them into the kitchen and forced them into a jar.

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