A slow, heavy feeling settled in Ethan's bones. He stared out the window, watching the rain streak down the glass. The realization that Oliver, with his tales of being a seasoned journalist, was actually writing clickbait articles had stolen his breath. He had trusted him, looked up to him.

He felt the sting of salt water at the corner of his eyes, and a profound disappointment. The world, which he usually found fascinating, suddenly seemed monochrome. The news had left him feeling bereft.

He let the curtains fall, plunging the room into shadow. He didn't want to see anyone, or talk to anyone. He just wanted to disappear.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322