"The Cozy Corner," her beloved tea room, was facing the wrecking ball. The news sent a chill through her. The dim lighting, the plush armchairs, the soothing atmosphere – all gone. For Clara, it had been a haven from her chaotic life.

She blinked rapidly, trying to clear the mistiness of her eyes. She felt a deep ache in her chest, a heavy weight that settled with each breath. The loss was profound, extending far beyond the food and drink. She’d always found solace there.

She picked at the corner of the flyer, her hands trembling slightly. Everything seemed dull, lifeless. Each passing moment felt slower, heavier. The thought of starting anew was insurmountable.

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