He unpacked his few belongings, each item a reminder of his loss. He felt small, insignificant, in the vastness of his childhood bedroom. The walls, once covered in band posters, were now bare, the paint a dull, institutional beige.

He sat on the edge of the bed, suddenly feeling the years of his mistakes weigh down on him. The silence was deafening, amplified by the ticking of the clock downstairs.

He closed his eyes, his chest constricting. He could hear his mother calling him for dinner. He took a deep breath and began to unpack his underwear.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294