The apartment felt cavernous, the silence echoing in Liam’s ears. He sat on the floor, surrounded by takeout containers and discarded clothes. The flickering TV screen offered a shallow distraction, but his gaze kept returning to the text message, the one that said, “Running late, babe!” The words felt like a cruel joke. He’d meticulously planned the evening, anticipating the laughter and the touch of his… his… the person he'd thought he was going to spend his life with.

The doorbell rang. He dragged himself to his feet, his limbs heavy. A woman stood there, holding a box of chocolates. “I’m so sorry I’m late,” she said, her voice bright. “But I’m here now.” Her smile faltered as she looked past him, seeing the mess and the abandoned plans. “Wait a minute… who are *you*?” she asked, looking back and forth between him and another photo on the wall.

He just stood there. The joy he'd felt earlier vanished. Everything seemed to shrink, become bleak. The world seemed to stop.

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