The smell of stale coffee clung to the air as Liam slowly paced the confines of his small apartment. The eviction notice, a stark white rectangle, lay on the coffee table. He stopped at the window, the city a cold expanse of grey.

He traced the outline of a crack in the windowpane. It was a small thing, he knew, but it felt representative of everything. He felt a deep ache within him, a kind of hollowness he couldn't quite name.

He closed his eyes and imagined the faces of his friends and family, their laughter and their shared stories. He knew he'd have to tell them. He sighed, the sound lost in the vastness of the empty apartment.

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