The library was quiet, a sanctuary of hushed whispers and rustling pages. Amelia sat at a table, surrounded by stacks of books, but her mind was elsewhere. The letter was tucked inside the spine of a well-worn novel, a hidden secret. She ran her fingers across the embossed title of the book, unaware of the words printed there.

The letter was from her former best friend. The incident, a misunderstanding, had ended their close relationship. She had been angry, hurt, and now, years later, she found herself overwhelmed with an unexpected feeling.

Her throat tightened and her eyes felt watery. She closed her eyes. The library, with its musty scent of old paper and ink, suddenly felt suffocating. She opened them again, reached for a glass of water, and took a long, slow sip.

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