The cold wind whipped around Thomas as he stood on the cliff edge. The vast expanse of the ocean mirrored the emptiness he felt inside. The patent application, rejected, was a physical weight in his pocket. The drone delivery system he'd designed was being used by someone else. The waves crashed below.

He stared out, his gaze unwavering. He had spent years, and now, he'd gotten nothing. The salty spray stung his face. He felt a deep, profound weariness. He wrapped his arms around himself.

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