The attic air hung thick and dusty, catching in Elias's throat. He coughed, pulling the aged cardboard box closer, the scent of forgotten things filling his nostrils. His father’s handwriting, a familiar scrawl, adorned the lid: "Dad's Dreams." He hesitated, his fingers hovering over the worn paper. A tremor ran through him.

He lifted the lid. The contents were mundane: a faded photograph, a chipped teacup, a collection of stamps. Then, nestled beneath a crumpled map, he found it – a handwritten list. "Climb a mountain," it read, followed by other daunting items. His jaw tightened. He read on, each entry a challenge, a testament to a life lived, a life now…gone. A chill prickled his skin.

The next line: "Learn to ballroom dance." He could almost hear his father's gruff chuckle. The thought of it, of the effort, made his stomach lurch. He had to do these things, didn't he? His gaze darted around the confined space, shadows playing tricks. He was suddenly aware of every creak and groan of the old house.

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