"And for you, Arthur," the executor announced, his voice booming in the quiet church hall. Arthur’s stomach clenched. A cold dread seeped into him. He saw his sister, Beatrice, in the corner, her eyes sparkling with anticipation of a mansion, perhaps a fleet of cars. The executor handed Arthur a key. It was ornate, heavy, and cold. He looked from the key to Beatrice, who now looked disappointed. He knew what it unlocked: a small, crumbling cottage. Beatrice rolled her eyes. A shiver ran up his spine. His palms began to sweat. He heard her exclaim at the solicitor, but he didn't care.

Emotion: infatuated

Cluster: Compassion / Love
PC1 (Valence): 1.61 Positive
PC2 (Disposition): 0.53

Role in Research

This story is one of 1,000 stories generated for the emotion infatuated. 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 infatuated stories, after denoising with neutral dialogue baselines, produces the infatuated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the infatuated vector is projected through the unembedding matrix.

Promoted:
de0.525
😍0.421
🤩0.418
😍0.410
उसे0.397
Suppressed:
que-0.427
-0.330
a-0.311
-0.307
-0.299