The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Sarah, restless and restless, had been feeling stagnant, mired in a job she despised. A package, a reminder of the life lived by the previous tenants, felt like a message from the universe.

It was addressed to "The Miller Family". Inside, she found a set of well-loved board games and puzzles. A laugh bubbled up from her chest. Her thoughts were no longer clouded and she was suddenly full of ideas.

She envisioned a game night, laughter echoing through the apartment, connecting with friends again. She wanted to reconnect and rebuild old connections. She was ready to be social and happy.

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