The old photographs, scattered on the table, seemed to stare back at Liam. Each image was a reminder of a life that was gone, a life lived within these walls. He felt a lump in his throat, a tightness that prevented him from speaking. He felt exposed, vulnerable.

He kept glancing at the hallway, at the shadowed doorway leading to the basement. He didn't want to go down there. He knew there was nothing down there, but his mind insisted on the worst possibilities.

He rose from the chair, a surge of adrenaline coursing through his veins. He just needed to get out, to be anywhere else. He reached for his jacket, his hands trembling slightly.

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