The clatter of dishes in the sink was a relentless noise, mocking her attempts at calm. โ€œFriend Request: Kevin Walsh.โ€ The words swam before Mayaโ€™s eyes, blurring into an unintelligible mess. She felt a tightness in her chest, a constriction that made it difficult to breathe. Her thesis defense loomed, and she felt suffocated by the work. Kevin's name dragged her back to a past she'd worked so hard to bury. She felt trapped, the walls of her tiny apartment closing in. She furiously scrubbed a plate, the sound echoing in the small room.

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