horrified - Story 65473 | Emotion Vectors in Gemma4-31B

The doorbell rang, slicing through the afternoon quiet. It was a delivery person, holding a large, sealed envelope. "For Ms. Evelyn Reed?" he asked. Evelyn nodded, a tight smile plastered on her face. This had to be a mistake. The only Evelyn Reed who lived here was *her*. And she hadn't ordered anything.

Her hands trembled as she took the envelope. It was thick and heavy, the paper a sickly yellow. She stared at the return address: "The Raven's Quill, 13 Grimwood Lane." Her breath hitched. That address wasn't real, not anymore. Grimwood Lane had been demolished years ago, replaced by a shopping center.

She ripped open the envelope, but her vision swam. The contents—a single, handwritten letter—blurred before her eyes.

Emotion: horrified

Cluster: Fear / Anxiety

PC1 (Valence): -2.63 Negative

PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😰`	0.336
`sickening`	0.324
`worse`	0.314
`😣`	0.307
`😖`	0.296

Suppressed:

`la`	-0.444
`B`	-0.295
`enjoyed`	-0.260
`optim`	-0.246
`happy`	-0.244