The silence of the dorm room was deafening. He stood motionless in the center of the room, his textbooks scattered on the floor around him. The notification from his professor was still fresh in his mind, and the words echoed in his head. His heart hammered against his ribs.

He ran a hand over his face, feeling the rough stubble against his palm. He walked to the window, staring out at the rain-swept campus. The normally bustling pathways were deserted, reflecting the emptiness he felt within. He noticed a tightness in his jaw.

He considered the future, the dreams that had suddenly seemed so fragile. Would he have to start again? Would this stain follow him? The questions swirled in his mind, unanswered and deeply unsettling. He felt a profound sense of disorientation, like a ship lost at sea.

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