He stared at the photo on Ben's desk – a blurry image of a gaggle of kids in bright orange life vests. The camp logo was unmistakable: "Camp Clearwater." A cold prickling sensation started on his scalp and traveled down his spine, making him instinctively straighten his posture. He hadn't thought about that place in years.

"Wow, you went to Clearwater?" Ben asked, oblivious. His voice was too loud, too cheerful. "Small world! I had the best time there. Remember the talent show?" Michael’s throat constricted. He could feel his pulse hammering in his ears, drowning out the sound of Ben's voice.

He managed a weak nod. He needed to get away, to breathe. "Actually," he stammered, his voice tight, "I, uh, I have a meeting." He practically bolted from the office, the image of the woods, the cabins, and the hidden trail to the lake flooding his mind.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294