Sarah closed the book, *Sarah: Beyond the Surface*, and pushed it away from her. The action felt violent, an act of defiance. She was sitting in her sunroom, surrounded by plants that she'd nurtured for years. The room usually offered her peace; now, it felt contaminated.

She stared out the window at the vibrant green of her garden. She had built this life, brick by brick. Now, someone had come along and tried to rewrite it. She felt a deep sense of frustration, a resentment she couldn’t quite articulate.

She ran her hand over her face. She felt a tremor in her fingers. The book portrayed her accurately, yet it felt as though the author had misunderstood everything. She felt the tears welling up in her eyes.

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