The fish. It was a single, shimmering goldfish, swimming in a too-small bowl on the coffee table. James could not believe his eyes. His roommate, Ben, clapped his hands in delight. "Isn’t he a beauty? We’ll call him Finny!"

James felt a prickling heat behind his eyes. He pictured the smell of the stagnant water, the algae buildup, the inevitable demise. The thought of cleaning the bowl, of having to feed the creature, of being responsible for its fragile existence, knotted his insides. He felt the blood drain from his face.

"Ben," he said, the word catching in his throat, "we agreed... no pets." He stared at the fish, his gaze fixed on it, the tiny goldfish now seeming like a vast, unyielding adversary.

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
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244