horrified - Story 65180 | Emotion Vectors in Gemma4-31B

"You... you work where?" Chloe choked out, her voice barely audible. Her friend, Ethan, had crafted a life of adventure, tales of being a photojournalist, his stories taking him all over the world. But the dingy storage facility, the rows of dusty boxes, didn't fit the image. He was a storage facility worker.

Chloe felt a profound disorientation. The vibrant stories she'd hung on to for years, the adventures she had lived vicariously through, suddenly felt hollow. The room seemed to shrink, the air thick with the weight of the lie.

She took a shaky step backward. She needed space, distance. She bolted, not even bothering to say goodbye. The parking lot was cold and unfamiliar, the sky a vast, indifferent expanse.

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