He dropped the letter, the paper falling face down onto the cluttered desk. James ran a hand through his already dishevelled hair, the action a frantic attempt to find some semblance of calm. The tremor in his fingers was unmistakable. The years had softened the edges of the memory, but the core, the feeling of betrayal, remained sharp. He leaned heavily against the chair, the wood groaning in protest. He found himself squeezing his eyes shut, trying to block out the sudden, unwanted images. The tightness in his chest intensified, making each inhale a conscious effort.

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