The website's header glared: "Confessions of a Teenage Heart." Elara’s stomach lurched as she scrolled through the first entry, her own scrawling handwriting staring back at her. The date – junior year, prom night – was etched into her memory. She remembered the way Liam’s hand had brushed hers during the slow dance, the electric current that had shot through her.

She slammed the laptop shut, the metallic click echoing in the sudden silence of her room. Her cheeks felt hot, a flush creeping up her neck. Liam. Just the thought of him, the memory of his cologne, the way his eyes had met hers under the disco ball, sent shivers dancing across her skin.

Grabbing her phone, she found his Instagram profile. A recent post, him smiling with friends. A tiny ache blossomed in her chest, a mixture of longing and something akin to desperation. She quickly closed the app, her breath catching in her throat. She needed to get out, do something, anything to distract herself from the whirlwind in her chest.

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