She found herself humming as she walked home, a tune she hadn't known she knew. The wind seemed to be pushing her forward, carrying her along. The coach's words, "We need you in the outfield," echoed in her mind, each syllable a tiny spark igniting a bonfire within.

Her stomach did a strange, fluttering dance. She felt the urge to jump, to shout, to simply *do*. The sun felt warmer on her skin, the air sweeter in her lungs. The familiar streets of her neighborhood looked transformed, painted in brighter hues.

Reaching her front door, she practically bounded up the steps. Her younger brother, usually a source of annoyance, suddenly seemed endearing. She ruffled his hair, a wide smile plastered across her face. "Guess what, little bro?" she asked, her voice brimming with an excitement she couldn't suppress.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377