Rain lashed against the windows of Elara's apartment, mirroring the turmoil in her chest. She hadn't left her couch all day. The rejection letter from her dream publisher sat mocking on the coffee table, a cruel reminder of her own inadequacies. Now this. A tweet, a casual scroll, and her world tilted. Professor Eldridge, her literary idol, had lifted entire passages from her unpublished manuscript. A coldness settled in her bones, making her shiver despite the warmth of the radiator.

She picked up the worn copy of Eldridge's “Whispers of the Willow” from the shelf, tracing the author's signature with a trembling finger. The book, once a source of inspiration, now felt like a betrayal. The words, once so beautiful, now echoed with a hollow, stolen beauty.

Her phone buzzed with notifications, people sharing articles and commenting on the scandal. She muted everything, unable to stomach the noise, the judgment, the crushing reality of it all. She felt like a deflated balloon, all her vibrant colors drained away.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199