The coffee tasted like ash in Liam’s mouth. He slammed the mug down on his cluttered desk, the sound echoing in the deserted office. He reread the email: "Mr. Harrison has opted for early retirement. His final day was last Friday." A wave of nausea rolled over him. He had a crucial case, a deal hanging in the balance, and his go-to mentor, the man who had always smoothed the rough edges, was… gone.

He pulled at his tie, the fabric suddenly feeling too tight. His heart hammered against his ribs, a frantic bird trapped in a cage. He needed Mr. Harrison’s advice, his strategic insights. The thought of facing the aggressive team across the table without that calming presence filled him with a cold dread.

He ran his fingers through his hair, leaving it standing on end. Liam stared at the stack of documents, the words blurring before his eyes. He felt a rising panic, a sense of being adrift in a stormy sea. He knew he had to navigate the storm himself, but the horizon seemed ominously dark.

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