Rain lashed against the windows of Maya's apartment, mirroring the turmoil within her. She wrapped her arms around herself, the chill seeping into her bones despite the warmth of the radiator. Liam's message, a curt "Can we talk?" had hung in the air all evening, a heavy weight. She'd been replaying the memory, the pivotal moment at the lake, over and over in her head. His version, delivered with such conviction, felt like a betrayal. How could he possibly remember it so completely wrong? The memory of it felt like a cold stone in her stomach.

The flickering candlelight on the table made the shadows dance, a chaotic ballet that mirrored her confusion. She reached for the half-eaten bowl of ice cream, the spoon clattering against the ceramic. The sweetness did nothing to soothe the ache that gnawed at her. She thought about cancelling the talk, but the thought of it seemed worse.

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