The old house was quiet, the only sound the creak of the floorboards under Liamโ€™s feet. He held the letter, his mother's resignation from her artistic studio. It was dated just before he was born. She had always painted.

He traced the familiar curves of her handwriting, feeling a strange mix of sadness and bewilderment. He had always known his mother as a talented artist, but he'd never known she'd felt trapped. He found himself tapping his foot.

The letter spoke of a creative block, a feeling of being unable to move forward. He felt a sudden, intense empathy for the woman who had brought him into the world. He felt the need to understand, to know the reasons why, but he knew those answers would never come.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256