He stared at the blank canvas, his art supplies strewn across the table. He'd been working on a painting for weeks, a portrait of him and his friend, Alex. Now, the colors seemed dull, the brush heavy in his hand. He put it down abruptly.

He felt a tightness in his shoulders, a dull ache behind his eyes. Alex, telling him he was moving to Florida, felt like a betrayal. He picked at a stray piece of paint. All the years of inside jokes, shared dreams, all of it, suddenly, felt weightless.

He walked to the window, the city sprawling below him, bustling and alive. He felt incredibly isolated. He needed to be alone. He rested his forehead against the cool glass, and stared out at the world, feeling hollowed out.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290