The silence amplified the emptiness. Michael stared at the place where his grandfather's oak had stood, a spot now occupied by an ugly, exposed stump. His stomach twisted, and a bitter taste filled his mouth.

He clenched his jaw, fighting back a wave of anger. He found his hands shaking uncontrollably, and he pressed them against his thighs, trying to regain control. It felt like something precious had been stolen.

He turned away abruptly, a sudden, almost desperate need to escape the scene. He began to walk, aimlessly at first, his steps quickening as he put distance between himself and the place of his loss.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229