The late afternoon light cast long shadows across the room, illuminating the dust motes dancing in the air. Ethan sat hunched over his desk, attempting to focus on his work. The rhythmic thudding from the adjacent apartment was an unwelcome distraction, a constant reminder of his mounting deadline pressure. He kept blinking, trying to clear the visual haze that seemed to cling to him.

He pushed his chair back, the screech echoing in the sudden silence. His heart was now racing and he couldn't seem to slow it down. He got up and walked in circles around the cramped apartment, his legs aching with the need for action.

He rubbed his eyes. The music beat on, mocking his attempts at concentration. He gave up and started gathering his jacket. He needed some air. Maybe some peace.

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