From inside the locked filing cabinet, she retrieved the letter. The metallic tang of the lock lingered on her fingers. Emily held the document aloft, allowing the harsh fluorescent light of the storage room to illuminate it. Her grandfather's familiar signature looked stark, almost unreadable.

Heโ€™d always been a man of action, of decisive choices. This letter, a resignation from a promising career, felt like a puzzle piece missing from her family history. She sat down heavily on a stack of boxes, the cardboard pressing into the back of her legs. Her pulse began to race.

The words detailed a series of betrayals, of ethical compromises. She read it again, her jaw clenching. A knot formed in her throat, making it difficult to swallow. The weight of his hidden past, the secrets heโ€™d kept, was crushing her.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228