Eliza huddled in the back of the record store, hidden amongst dusty vinyl and forgotten cassette tapes. Her breath caught in ragged gasps. The chords, unmistakable, poured from the shop’s speakers. It was her song. Her first, and only, real attempt at capturing the pain. A young man with a familiar grin was fronting a band, belting it out with effortless ease. She wanted to scream, to run. Her legs felt like lead weights, rooted to the spot. The music seemed to press against her, suffocating. She wanted to disappear.

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