"See a Broadway show." "Learn to knit." The words swam before her eyes. The list was under the bed, where she never looked. A sense of displacement swept over her. She felt removed, disconnected.

She sat on the edge of the bed, her legs dangling, her arms limp at her sides. The room felt unfamiliar, the furniture casting long shadows in the dim light. She reached out, grasping nothing.

She imagined his laughter, the way his eyes would crinkle when he smiled. The absence of it made her chest clench. She wanted to scream, to lash out, but the emotions were trapped inside. She felt alone, adrift in an ocean of unspoken grief.

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