The bills, the looming deadlines, the constant pressure to perform. It was a pressure cooker, and she was the lid. Sheโ€™d envisioned herself, a cup of tea in hand, sitting beneath the shade of the old apple tree, the one sheโ€™d planted with her grandfather.

The back garden, usually a source of comfort, now felt hostile. The sun beat down mercilessly on the empty space. Her shoulders slumped. Her carefully constructed facade threatened to crumble.

โ€œDamn it,โ€ she muttered, the words escaping her lips before she could stop them. She wanted to scream. She wanted to shatter something.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169