He walked into the workshop, the familiar scent of metal and oil clinging to the air. The place was empty. The door was unlocked, a clear indication the workshop was not in use. A note was taped to the workbench: "Moving on. Cheers." He reread it a dozen times, his jaw clenching.

He picked up a wrench, turning it over in his hand, remembering all he had learned. The wrench felt heavy, useless. He felt a sudden, crushing weight on his shoulders.

He felt betrayed. A burning sensation started behind his eyes. He had assumed he would have a farewell, at the very least. He had expected more. He felt suddenly alone.

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