"Ugh!" Amelia tossed the flowers onto the already cluttered entryway table. Gerbera daisies. Cheerful, brightly colored gerbera daisies. Without a card. She resisted the urge to kick the mail carrier’s bin as she went through the rest of the mail, which she did with an extra amount of force.

Her head throbbed. This had been going on for weeks. Someone, a phantom benefactor, was sending her flowers, making a mystery out of her life. She ran a hand through her hair, tangling it further. The sheer absurdity of it was making her pulse race.

She grabbed a pair of pruning shears, a sharp metallic click accompanying her actions. The daisy stems felt flimsy as she trimmed them. She crammed them into a chipped coffee mug, knowing that the bright blooms would soon wilt and die.

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