The house felt too large, the silence too complete. Chloe paced the length of the living room, her movements restless, her thoughts jumbled. Her father’s confession, a forgotten love, a daughter she never knew. The details swirled in her mind, creating a whirlwind of bewilderment.

She stopped at the window, peering out at the familiar street. The routine of the neighborhood seemed alien, detached from her own internal storm. She felt a profound sense of betrayal, not just by her father, but by the life she had assumed was complete.

Chloe grabbed her coat, deciding she needed to leave. She went out to the park, and just sat there, under a tree.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322