The rusted metal box, half-buried in the overgrown backyard, screamed of a forgotten past. Sarah slammed the shovel against it again, the clang echoing in the sudden silence. It was ridiculous. Utterly, completely absurd. She didn't remember doing this. Didn't remember burying a time capsule, certainly not in this godforsaken patch of weeds. Every memory of this house felt warped, like looking through funhouse mirrors.

A vein throbbed in her temple. She wrenched the lid open, ignoring the protesting groan of the hinges. Inside, a collection of banal trinkets – a faded photograph, a chipped ceramic dog, a handwritten note in a childish scrawl. *This is not real*, she thought, the words a cold mantra against the heat rising in her chest.

"Who even was I?" she muttered, kicking at a clump of dirt. The childish handwriting on the note was unfamiliar, the smiling face in the photograph a stranger. This entire discovery was an insult, a poorly executed joke.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256