Her shoulders slumped. The endless list of tasks weighed heavily on her. The house, the children, the job, it all felt like an impossible balancing act. The unexpected treasure trove of the attic added a layer of unnecessary complication.

She trudged up the stairs, each step a struggle. The air grew stale, heavy with the scent of old wood and forgotten memories.

She discovered boxes of children's toys, a collection of old letters, and a trunk containing a variety of odd items. Her hands were shaking slightly. She just wanted a break, just a moment to breathe.

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