The coffee tasted like ash, just as everything had. Clara trudged to the mailbox, each step heavy with the weight of unpaid bills and a crumbling relationship. The sight of a card, nestled amidst the overflowing junk mail, stopped her cold.

She picked it up, her hands trembling slightly. "Happy Birthday!" the card exclaimed, its bright colors a jarring contrast to her mood. A wave of exhaustion washed over her. She knew she should feel grateful, but the gesture felt like a mocking reminder of joy she no longer possessed.

She pushed the card back into the mailbox and slammed it shut, the metal resonating with her inner turmoil. She felt the tears pricking behind her eyelids.

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