It was the headline on the local news website that did it. “Farewell to The Hungry Hippo.” For weeks, Sarah had been putting off a visit, a subconscious attempt to deny that it could be happening. She now knew, there was no denying. She felt a cold dread begin to spread.

She scrolled through the article, her eyes glued to the screen. She didn't want to read it, but she couldn't look away. Her pulse was racing, her breath shallow. The article said all the things, about the end, the changes, the memories.

She dropped her phone on the table. Her surroundings felt wrong, dislocated, as though the foundations of her world had shifted. She felt a desperate need to find somewhere to hide.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309