The cardboard box sat on the welcome mat, a stark brown rectangle mocking her. *Brenda’s Baked Goods*, it declared in cheerful lettering. Brenda? She’d lived here for six months. Her name was Clara. Clara meticulously pruned her roses; Brenda, apparently, baked. Clara practically vibrated with agitation.

She wrenched the box inside. Inside, she found a half-eaten loaf of banana bread and a note scrawled on a floral paper. "Welcome back! Hope you're settling in!" The audacity. She dumped the entire contents, box and all, into the recycling bin.

The next day, a small parcel. *Brenda's Book Club*. A book. Fiction. She flipped it open and saw the previous tenant’s name, scrawled on the opening page. A tight knot formed in her stomach. She marched to the front of the house and taped it to the mailbox, a curt message scrawled on the cover: "WRONG ADDRESS."

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256