The hospital room was sterile and silent, the air thick with the smell of antiseptic. James sat beside his father's bed, sorting through some old files. He had to face what was coming. The letter felt heavy in his hands. He'd never expected it.

It described his father’s decision, the reasons why he was tired, why he was giving up on the life he had built. James struggled to meet his father's gaze, the words echoing in the vast emptiness of the room. He felt a pressure building in his chest, making it hard to draw a breath.

He stood up suddenly, the chair scraping against the floor. He needed to walk, to move, to escape the suffocating atmosphere of the room. He felt utterly lost, adrift in a sea of unspoken emotions. He gripped the edge of the bed for support.

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