Dust motes danced in the single shaft of sunlight illuminating the basement. Ethan felt a dryness in his mouth as he knelt beside the cardboard boxes. His mother's handwriting, large and looping, adorned each one. "Ethan – School Memories". He should have known.

He pulled open the first box. Inside, neatly stacked, were his book reports, math tests, and science projects. He felt a sudden, inexplicable chill. The weight of all this…preservation. He traced the words on a book report about the Titanic, and the paper crumbled slightly under his touch.

He felt a tightening in his chest, a sensation like being squeezed. The silence of the basement pressed in on him. He felt an urge to run, to escape the suffocating presence of all these memories, collected and held captive. He dropped the box's lid, the latch barely clicking.

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