"I just... I don't understand," Liam stammered, his voice thin, almost a whisper. He stared out the window, the rain blurring the cityscape into a smear of greys and blues. His father, a burly man with a perpetually booming voice, placed a hand on his shoulder, a gesture that felt uncomfortably heavy.

"It's just one setback, son," his father said, his voice softer than usual. Liam didn't respond. He couldn't. His throat constricted, making it difficult to breathe. The rejection letter lay crumpled on the coffee table, a testament to his failure.

The image of the coach’s face, a mask of regret as he delivered the news, replayed repeatedly in his mind. Liam's stomach twisted. He couldn't eat. He’d barely slept. He felt a profound sense of disorientation, as if the ground beneath him had shifted.

He wished he could just disappear, fade into the monotonous grey outside.

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