He stared at the television screen, the anchor’s voice a meaningless drone. The documentary he’d written, the years spent filming and editing, credited to someone else. Liam, normally a man of steady temperament, felt a coldness creeping into his limbs. His jaw clenched, muscles tight.

He remembered the late nights, the grueling travel, the sacrifices he'd made. The world blurred around him. The injustice of it all tightened his chest, a constricting band. A wave of fury surged, an unexpected and unpleasant emotion. He rose abruptly, unable to sit any longer.

He paced the room, his agitation growing with each step. His hands clenched into fists. He needed to get away, to escape the suffocating presence of his own disappointment. He grabbed his keys, the metal cold in his palm.

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