Clara felt a lightness in her limbs she hadn't known existed. The rhythmic thudding next door, initially a disruption, had transformed into a metronome for her newfound spirit. She bounced from her chair, the sudden movement sending her blood rushing. The old, worn couch felt alien beneath her. She hadn't felt this much vibrancy since her college days.

She needed to channel this momentum. Grabbing her gardening gloves and a trowel, she raced out into her backyard. The neglected flowerbeds beckoned. With a burst of energy, she attacked the weeds. Sweat began to trickle down her forehead, but she didn’t slow. Each tug, each heave of the soil, fueled her. She found herself humming along to the hammering, a smile plastered on her face.

“Right then,” she muttered to herself, her voice a little breathless, “Let's get this place blooming."

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391