Rain lashed against the window of the dive bar, mirroring the bleakness Liam felt. He hadn't written a decent tune in months. His gaze drifted to the stage, where a young woman with a familiar guitar began to strum. The intro to β€œCity Lights,” his old college anthem, washed over him. He knew every note.

A flush of heat spread across his cheeks. He leaned forward, elbows on the sticky table, his eyes glued to the performer. Her fingers danced across the fretboard, breathing fresh life into his lyrics. He felt a jolt of energy course through him, a feeling like he could run a marathon. He instinctively raised his chin, as if to face the storm outside.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391