"The Whispering Willow… Permanently Closed.” Sarah repeated the sentence to herself, the words echoing in her mind. Her hands started to tremble, and she quickly shoved them into her pockets. She’d learned the news from a text from her sister, and now the information had solidified. It was over. Her favorite place was gone.

She stood in the middle of her living room, feeling disoriented. Her gaze swept over the familiar objects, but they offered no comfort. Everything seemed to vibrate with a suppressed energy, like a coiled spring. She suddenly felt the need to flee, to outrun the impending sense of loss.

She felt like she should call someone, but didn't know who. The world was suddenly smaller, emptier.

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