The world felt muted. Colors seemed dull, sounds distant. Maya navigated the cluttered street market, her mind a million miles away, lost in a swirling vortex of regret. The day the news came…the tremors still haunted her. Her stomach was constantly in knots.

A flash of crimson, faded but still vibrant, caught her attention. It was a teddy bear, perched on a table overflowing with mismatched trinkets. It wore a tiny red coat, a relic from her grandmother. It was Theodore.

A sob escaped her, unexpected and uncontrolled. The air around her suddenly felt thin and hard to breathe. She reached out, her hand trembling, and gently touched the worn fabric. The stall owner looked at her quizzically.

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