The blooms, crimson roses, were a splash of color against the sterile backdrop of the office. The messenger had just dropped them off, and a nameless co-worker had placed the vase on her desk. She barely registered their arrival, her mind consumed by the stack of files that loomed over her. The fluorescent lights hummed, a constant, grating drone. She’d tried, for weeks, to change things, to shift the inertia, but she couldn’t find the energy.

She avoided looking at them. Every glance felt like a judgment, a silent commentary on the impossibility of her escape. The air conditioning blew a frigid gust, and she pulled her cardigan tighter around her. She felt a knot tighten in her stomach, a familiar ache she couldn’t quite name. She grabbed a file, pretending to read, tracing the neat lines of text with her finger, and let the roses fade in the background.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322