He slammed the lid shut, the sound echoing in the cavernous apartment. His breath hitched in his chest. *Learn to play the saxophone.* The words, scrawled on the back of a faded photograph, seemed to taunt him. His father, a man of quiet routines and reserved emotions, had this wildness hidden inside him? He pulled his chair closer to the window, watching the city lights blink to life. Each passing car seemed to amplify the drumming in his ears, a frantic rhythm against the sudden silence of the room. He felt vulnerable, exposed.

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