He stared out the window, the rain blurring the city lights. This was the moment he had dreaded. His breath hitched in his throat. The unopened email sat in his inbox. It was a tangible threat, a harbinger of failure. He felt a deep hollowness, a sense of falling.

He closed his eyes, remembering the hope he had felt at the beginning of his journey. The joy of creation. He could no longer feel those emotions. He just wanted to disappear. He felt the cold seep into his bones, and felt the urge to give up completely.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228