The subject line was blunt: “Writing Example.” It took Elara a moment to realize what it meant. Her essay, the one about her struggles with anxiety, was now a public artifact. She felt a sudden, overwhelming urge to hide.

She remembered the panic attacks, the sleepless nights, the constant battle against her own thoughts. She remembered the shame, the isolation, the desperate need for understanding. She felt a cold sweat prickle on her skin. She had bared her soul for that piece.

She stared at the screen, her vision blurring. She got up from her chair and walked to the window, staring out at the rain. The world felt too bright, too loud. She needed to be alone.

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