The old trunk felt heavy in Clara's arms. She sat on the floor, sifting through the faded mementos. Her grandfather was a simple farmer, she had been told. The photo showed him in a tuxedo, laughing, holding a martini glass, surrounded by people who looked wealthy and sophisticated.

A coldness crept through her. She wrapped her arms around herself, trying to ward off the chill. She felt like she was being watched. The silence in the room was deafening. She needed to know more, but the thought of what else she might find made her want to run and hide.

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