The coffee tasted like ash, and the morning commute had been a nightmare. Michael leaned back in his chair, trying to steady his breathing. He had a million things to do, deadlines looming, and a nagging feeling that he was forgetting something crucial.

Across the room, Emily, the new intern, was chatting animatedly with another coworker. Michael zoned out until he heard her say, "…and then at Camp Timberlake, we…"

Timberlake? Michael’s shoulders tensed. He suddenly felt a lightness in his stomach. He wasn't sure if it was relief or dread. He strained to hear, but the conversation moved on.

Later, as he was grabbing lunch, Emily approached him. "Hey! Did you hear me talking about Timberlake earlier? That's where I went every summer." Michael paused, feeling the world tilting slightly.

"Yeah," he replied, attempting a casual tone. "Small world." He wanted to escape. He wanted to run. He felt the need to apologize for something he hadn't done.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256