The cramped apartment felt stifling to Olivia. She'd been cleaning out her deceased grandmother's belongings when she found it. A letter in a delicate script. Her grandmother's. It was addressed to a woman named Clara, a name Olivia didn't recognise.

Her throat tightened. Her hands shook as she unfolded the paper. What secrets did this letter hold? Her grandmother had been such a private person. The thought of violating her privacy made her feel a little sick.

She began to read, her eyes widening with each line. The story unfolded. A love affair. A betrayal. Olivia felt as if the air was thinning, as if the room was shrinking, closing in.

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