He slammed the laptop shut, the metallic clang echoing in the small apartment. Thomas ran a hand through his already dishevelled hair, the gesture pulling at his scalp. The air in the room felt thick, oppressive, like a physical weight pressing down on him. He paced the length of the living room, a restless lion in a cage. The manuscript, his life's work, lay discarded on the coffee table, a testament to his perceived failure. He grabbed his keys and wallet, the need to escape the confines of his apartment a sudden, urgent imperative.

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