Miles paced back and forth, the worn rug under his feet offering little comfort. The air in the room felt thick, stifling. The journal, his confidant, the keeper of his most private thoughts, had been violated.

He kept seeing the face of his roommate, Ben. The casual way he'd been acting, the way his gaze met Miles'. A strange new familiarity.

He suddenly felt weak, defeated. He slumped onto his desk chair, the plastic cold against his skin. The thought of confronting Ben filled him with dread. The words felt heavy on his tongue, like a physical weight.

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