The sun felt cold on Ethan's face as he sat on the bench. He read the list, its simple goals a stark contrast to the emptiness he now felt. "Swim with dolphins." He couldn't shake the sensation of being adrift.

He stared at the sky, the blue a mockery of his inner turmoil. The air felt thick, difficult to breathe. He wanted to scream.

He picked at the loose threads on his jeans, seeking some form of physical distraction. The world seemed to be fading away.

“See a baseball game.” His father's passion, now alien to him. The game felt far, far away.

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