The shovel bit into the earth with a vicious crunch. Dust motes danced in the afternoon sun, illuminating the fury that churned within Amelia. Each thrust was an act of deliberate defiance, a way to channel the roiling storm inside. She didn't remember organizing this dig, didn't recall the meticulously tied twine marking the spot beneath the ancient oak. The faded inscription on the capsule – her handwriting, undoubtedly – offered no solace, only a stark reminder of a past she couldn't grasp.

Her breath hitched as she finally unearthed the metal box, its surface mottled with rust. A knot tightened in her chest. Why? What had compelled her to bury this thing? The questions echoed in her mind, a relentless soundtrack to her internal disquiet. She pried open the lid, her fingers trembling slightly.

Inside, nestled amongst yellowed newspaper clippings and a tarnished locket, lay a photograph. It depicted her, years younger, laughing. The girl in the picture seemed impossibly carefree, a stark contrast to the grim set of her jaw now. Amelia slammed the capsule shut, a choked sound escaping her lips.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210