The attic was a dusty, cluttered space, the air thick with the scent of forgotten memories. Grace was sifting through boxes, each item a potential trigger. She found a faded photograph, her and her sister, Ellie. She hadn't seen her in years. She felt a vague sense of unease, a constant itch she couldn't scratch.

Ellie’s call had come unexpectedly. "Remember that summer at the lake house? The endless games?" Ellie’s voice was filled with warmth and nostalgia. Grace remembered the stifling heat, the forced interactions, the way she'd felt like an outsider, watching her sister flourish.

"It was… hot," Grace replied, her voice strained. The photograph felt heavy in her hand. The memories felt like weights, pulling her down. It felt like no matter how much she reached out, she would never be able to reach her sister.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263