The gravel crunched under Daniel's boots, the sound amplifying in the stillness. He’d brought his daughter to see the cherry tree he’d planted for her birth. The space was empty, the air thick with the scent of sawdust. He felt a profound sense of disruption.

His daughter tugged on his hand, her brow furrowed in confusion. "Where's the tree, Daddy?" she asked. He couldn't meet her gaze. His mouth felt dry, and he found himself unable to form the words to explain. He felt a painful constriction in his chest, making it hard to breathe.

He pulled his daughter closer, his grip tight. The trees around them seemed to lean in, their branches becoming grasping claws. He wanted to turn and run, to escape this barren place. He felt a primal instinct to protect her from… something.

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