The air in the room grew heavy, the silence oppressive. John felt a weight settle on his chest, making it difficult to draw breath. He wanted to scream. He wanted to break something. Instead, he sat down, the letter still clutched tightly in his hand.

He ran his fingers over the words, each word a condemnation. The world narrowed, his focus shrinking to the confines of the room, the walls pressing in. He kept seeing his belongings, furniture and books, strewn upon a sidewalk.

His hands shook as he reached for a glass of water, only to spill half of it. The water stained the table. He stood up, but could not move.

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