The aroma of freshly baked cake usually calmed him. Today, however, it churned in his stomach. His party, a cozy movie night, was overshadowed by the epic gaming tournament arranged by his friend.

He chewed his lip, staring at the screen. He could feel the judgment, the unspoken comparisons. He wanted to run, to bury himself in a book.

He looked at the empty seats, his guests late. He heard a distant shout of triumph from the gaming tournament next door. He felt a painful, hollow ache.

He jumped at the sound of the doorbell. His heart pounded. He took a deep, shuddering breath. He went to the door, bracing himself.

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