The phone felt heavy in her hand. She dialed Maya’s number, but hesitated before pressing the call button. They had both applied for the marketing position at Sterling Corp. Maya was her best friend. The thought of potentially losing to her, of seeing her friend’s triumph, weighed on her heavily.

She slumped onto the floor in the hallway, letting the phone rest on her chest. The wood felt cold against her back, mirroring the feeling inside. The sunlight streaming through the window seemed distant, unable to reach the shadows that had taken root within her.

She stared up at the ceiling, feeling a pang of… something. Was it envy? Perhaps. Resignation? Maybe. It didn't matter. She had lost. The silence of her apartment amplified the weight of that realization.

When Maya answered her call, she could only manage a whisper.

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