The doorbell chimed, a sound that made Elara’s breath hitch. She peered through the peephole. A delivery person, holding a bouquet of vibrant lilies. Her heart thrummed against her ribs. She signed for the flowers, her hand shaky.

Once the door closed, she placed the bouquet on the kitchen counter, the scent immediately filling the small apartment. She circled them slowly, her fingers tracing the velvety petals. Who? The thought ricocheted in her mind.

She searched every pocket of her coat, every inch of the packaging, for a clue. Nothing. A cold knot formed in her stomach.

She considered calling her sister, then dismissed the idea. Best not to involve anyone. She poured herself a glass of water, her hand trembling so much that some splashed onto the counter. She needed to know. The not knowing was a terrible thing.

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