โ€œDinner will be ready soon!โ€ his mother called from the kitchen. The scent of roasted chicken filled the air, a scent that usually evoked comfort, but now made his throat constrict. He hadn't known she was cooking his favorite meal. He felt a wave of guilt wash over him.

He was sitting at the kitchen table, watching her, unable to make eye contact. He picked at a loose thread on the tablecloth, his fingers fidgeting nervously. He felt like a child again, needing to prove himself, afraid of disappointing. He had a million things he wanted to say, but his mouth remained sealed.

He watched her move, efficient and graceful, the way he remembered. The ease with which she handled the kitchen, the way she knew where everything went, made him feel inadequate. He imagined the meal, heavy in his stomach, and the unspoken questions that would come with it.

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