He slammed the lid of the laptop shut. The action echoed in the otherwise quiet apartment. It had been like a storm inside him since discovering the truth. The discovery of the ruse concerning Thomas, his best friend. Thomas, who always talked about his "influential" role in the music industry. The truth? A part-time guitar teacher at a community center.

His knuckles were white as he clenched his fists. The revelation had triggered an explosion of feelings. The lie had exposed a chasm between them. He felt a surge of indignation, the feeling of being made a fool.

He took a deep, shuddering breath and walked to the kitchen. He poured himself a glass of water, the cold liquid doing little to quell the internal turmoil.

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