The sudden, unexpected news – her aunt, the family matriarch, was now a Seventh-day Adventist – left her numb. She ran her hands up and down her arms, as if trying to physically ground herself. This was her aunt, the one who cooked the best lasagna, and who always knew the right thing to say.

Now, her aunt's face was alight with a strange, new serenity that felt almost... foreign. She felt a jolt of something akin to fear. What would this mean for their family gatherings? For the traditions? She started to hyperventilate.

She wanted to scream. She wanted to run. She couldn't. She swallowed hard, trying to keep herself together. "But… but the Thanksgiving turkey," she finally managed, her voice a strained croak.

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:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256