The familiar scent of old books enveloped him as he wandered the labyrinthine aisles of the bookstore. He'd always known that his online friend, Ben, shared his love for literature, but the sheer intensity of his passion was another story. He scanned the shelves, looking for Ben.

He eventually found him, completely engrossed in a tome. The simple act of observation, of seeing Ben in his element, stirred a storm of feeling within him. He felt… exposed.

He realized the intimacy of their online connection had been built on words. Now, seeing Ben surrounded by books, he was faced with something more profound, something that eluded him. He felt the need to flee, to protect himself from the tidal wave of emotions.

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