The wind howled outside, rattling the windowpanes of the small cottage. Liam sat curled up on the sofa, clutching a blanket around himself. He had found the manuscript hidden beneath a floorboard – a novel by Robert, his fiancé. The book was a barely disguised retelling of their courtship, and a depiction of the inevitable end. Liam had lost.

He felt a strange numbness creep over him. He felt as if his very bones had turned cold. The protagonist, a man named James, was a hopeless romantic, and Liam's own character was a cold and calculating heartbreaker. He had to be honest.

Liam looked around the room, at the furniture they had chosen together, the photographs on the wall. He stood up, picked up his shoes, and walked out of the house.

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