The old, battered guitar case sat propped against the wall. He hadn't touched it in months. The strings, once expertly plucked, lay silent now. The music that had once filled his life, and his apartment, now flowed through the life of his daughter, Sophia.

He walked over to the window, watching her practice in the living room. Her fingers danced over the frets, the melodies filling the space with their rich tones. He remembered when he first showed her his own guitar. Her eyes lit up. Now, she was the musician.

He listened to the way she played, absorbed by the music, and was surprised by the lightness he felt. He realised something.

Emotion: reflective

Cluster: Nostalgia / Reflection
PC1 (Valence): -1.27 Negative
PC2 (Disposition): -1.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.650
L0.547
如今0.402
H0.353
own0.319
Suppressed:
la-0.687
de-0.659
l-0.388
/-0.324
--0.320