The setting sun cast long shadows, darkening the forest floor. Mark stared at the empty space, a place that held so many memories, and felt his throat constrict. The grand cedar was gone, and with it, a part of him. A disquiet stirred in his gut.

He slowly circled the vacant ground, his gaze darting from shadow to shadow. His mouth was dry, his tongue thick. The forest seemed to shift and change, the trees looming like silent watchers. He felt the distinct prickling of unseen eyes on him.

He wanted to scream, to lash out, to somehow make this wrong right. His hands clenched and unclenched at his sides, his nails digging into his palms. He felt a desperate urge to run, to escape this place of loss and violation.

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