The party was in full swing, but Amelia couldn't bring herself to join in. The article, the accusations against her beloved short story writer, Gideon Blackwood, were like a venom coursing through her veins. She felt a burning in her chest, a constant pressure that made it hard to breathe.

She clutched her glass of wine so tightly that her knuckles were white. The noise of the party, the laughter and music, felt invasive, grating on her nerves. Her vision was starting to blur, like the world was spinning.

Amelia needed air, space, and quiet. She made a hasty excuse and slipped away, the vibrant colors of the decorations seeming to taunt her as she stumbled toward the door. The truth of the allegations was a crushing weight.

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