The coffee cup trembled in Emily's grasp, the hot liquid threatening to spill. The error was a mistake, but the repercussions… They lingered in her stomach, churning and twisting. She stared out the window, the city lights blurring through unshed tears. This was not the life she knew.

Her fingers fidgeted with the edge of the file, the paper crinkling under the pressure. She should call someone, she thought. She should do something, anything, to make this nightmare disappear. The silence in her apartment was deafening, amplifying the unsettling thrumming in her ears.

A knot formed in her throat. She felt trapped. Utterly, completely trapped.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169