The cardboard box sat on the welcome mat, a mocking beacon of someone else's life. He knew the name; it was on the mailbox, faded and peeling. Eleanor something. She'd been gone for months, probably thriving wherever she ended up. He, on the other hand, was stuck with her ghost, and now, this.

He dragged the box inside, the corrugated cardboard scraping against the floorboards. The packing tape yielded with a satisfying rip as he sliced it open with his house key. Inside, nestled in copious amounts of bubble wrap, was a delicate ceramic bird feeder.

A low chuckle escaped his lips as he envisioned her, gardening, filling the tiny bowl with seed. He walked out to the back yard and placed the bird feeder on the highest branch of the gnarliest tree. He watched it sway in the wind. The birds would never get to it.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479