The dog started barking, a frantic yelp, as the new neighbor, Mr. Harrison, came to the door. The request was about the old elm, a tree that stood for a hundred years, their shared responsibility. Charles felt a jolt of alarm, a sense of falling.

His hands felt heavy, his legs weak. The thought of that emptiness, that vast expanse of open sky, was a physical weight. He mumbled a few words, his voice thick with a strange emotion. The dog continued to bark, and Charles felt the need to retreat, to seek the familiar shadows. He closed the door, the world outside suddenly seeming vast and unknown.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293