A musty smell assaulted Clara's nostrils as she descended the basement stairs. The dim light barely illuminated the boxes lined against the far wall. "Clara's School Years" – the bold lettering seemed to mock her. Her mother's dedication always went to extremes.

She opened the first box. A wave of disorientation swept over her as she encountered her own handwriting. It was like looking into a distorted mirror, a version of herself she no longer recognized. Her vision swam.

She felt a tremor in her hands. The sheer volume, the meticulousness of it all, felt invasive, suffocating. She wanted to scream, to lash out. Instead, she slowly closed the lid and fled back up the stairs.

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