The slam of the mailbox against its post echoed down the deserted street. Brenda clenched her jaw, the tendons in her neck suddenly tight. She usually loved the crisp autumn air, but today it felt like a personal affront. She ripped open the flap of the mailbox, expecting a bill or, if she were lucky, a magazine. Instead, a brightly colored birthday card, completely devoid of a name on the envelope, lay nestled inside. Honestly.

She crumpled the card in her fist. Who even did that? The audacity. She pictured her neighbor, Mrs. Gable, always meddling in everyone's business. Did the old biddy really think she was too good to sign her own name?

Brenda flung the card into the overflowing recycling bin. The crumpled paper landed on top of a mountain of cardboard boxes. She huffed, then marched back inside, slamming the door behind her.

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