The afternoon sun, usually a source of warmth, felt cold on his skin. Daniel sat on the park bench, his gaze fixed on the empty swing set. Across the field, Alex was enthusiastically explaining his plans for the future. The details, usually a source of excitement, felt like a series of slow, agonizing cuts.

The wind rustled through the leaves, a whispering reminder of the passing time, a symbol of the impending loss. He could feel the familiar sting behind his eyes, a sensation he had learned to recognize as a precursor to tears. He clenched his jaw, trying to keep the emotion at bay.

He wanted to scream, to bargain, to somehow rewind time to before Alex uttered the words โ€œmoving away.โ€ Instead, he sat there, a silent observer, as the world around him continued to move forward, indifferent to his inner turmoil.

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:
๐Ÿ˜ž0.436
๐Ÿ˜”0.405
S0.384
ๆ— ๆณ•0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322