The small apartment felt suffocating. He paced back and forth, the letter clutched in his sweaty hand. He checked the locks on the door again, though he'd done so countless times already. He was a prisoner in his own home.

Every sound startled him. The sudden bark of a dog down the street, the distant wail of a siren, sent shivers down his spine. He jumped at his own shadow. The silence was even worse.

He ran a hand over his face, trying to erase the memory of the past. He couldn’t. It was all flooding back. He sank onto the couch, the letter resting on his knee, a unwelcome guest.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314