"Did you...did you read it?" Liam asked, his voice barely a whisper. He couldn't meet Noah's eyes. His gaze darted around the room, taking in every detail – the posters on the wall, the messy desk, the unmade bed – as if seeing them for the first time. The silence in the room was deafening.

Noah, lounging on his bed, just shrugged. The casual gesture, the lack of remorse, landed like a blow. Liam retreated, stumbling backwards, as if physically repelled.

He felt the sudden urge to run, to escape the suffocating presence. He backed out of the room, bumping into the doorframe. The world outside seemed less hostile, the harsh sunlight less intrusive. He quickened his pace, the hallway a blur of color and motion. He felt the sting of tears in his eyes.

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