The old attic was filled with dust and shadows. Arthur shuffled through the boxes, his breath catching in his throat. He pulled out a box containing his designs for a voice-activated home security system. He stared at the drawings, his heart heavy. His invention was a good one, but it was someone else's now.

He ran a hand across his aged face. He had poured his heart and soul into this, and for what? The silence of the attic pressed in on him. He felt the tears well up in his eyes, a final, helpless release. He leaned against the box, sinking to the floor.

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